“Given your 78 active GitHub repositories pushed in 30 days, FlowPilot can accelerate your CI pipelines with remote build caching and test-impact analysis across your Go, TypeScript, and Python services.”
Built on: This outreach line connects MongoDB's recent high commit velocity across 78 public repositories to FlowPilot's core capability of accelerating CI pipelines for polyglot engineering teams.
1High multi-cloud and microservices activity across AWS, Google Cloud, and Azure can benefit from FlowPilot's per-PR ephemeral preview environments on Kubernetes. F29F30F31
Engineering context
Gemini 3.6-flash · from cited evidence only
MongoDB operates a polyglot, microservices-oriented codebase across public repositories. Primary languages include Go at 21.9% of recently pushed code, Python at 10.5%, Rust at 9.5%, Java at 9.4%, and TypeScript at 9.3%. Infrastructure is deployed across multi-cloud environments spanning AWS, Google Cloud, and Microsoft Azure, backed by infrastructure-as-code tools such as Terraform and CloudFormation. Build and container orchestration practices rely on Docker, GitHub Actions workflows, Bazel, and Kubernetes across distributed engineering teams. Note that public repositories and job postings reflect only a portion of MongoDB's complete internal stack.
Engineering momentum is high, with an activity score of 97 out of 100, 78 repositories updated in the last 30 days, and 180 open engineering roles out of 401 job postings. Observed hiring emphasizes cloud platforms like AWS and Google Cloud, distributed systems, and core programming languages. Active repository development includes updates to mongodb/atlas-sdk-go and mongodb/mongodbatlas-cloudformation-resources. We observe extensive multi-cloud infrastructure and high release velocity; hypothetically, this complex polyglot footprint across Go, Python, Java, and TypeScript suggests that accelerating pull request validation and environment orchestration with FlowPilot could deliver significant engineering efficiency gains.
Observations vs. hypotheses (5)
ObservationMongoDB maintains a multi-cloud infrastructure footprint spanning AWS, Google Cloud, and Microsoft Azure.
2Continuous releases in Go, TypeScript, Java, and Python repositories like mongodb/atlas-sdk-go align with FlowPilot's build caching and test-impact analysis for polyglot codebases. F1F2F4F5F45M1M4
3Active hiring across 180 engineering roles and multi-repo architectures heighten the value of FlowPilot's service catalog for mapping service ownership and microservice dependencies. F77F78H1
ObservationGo, Python, Rust, Java, and TypeScript represent the primary programming languages across recently updated public code repositories. F1F2F3F4F5
ObservationMongoDB is actively recruiting for 180 engineering roles with significant demand for cloud and distributed systems capabilities. F79H1
Hypothesis (AI)Managing microservices across multi-cloud environments may create build latency and environment management overhead during pull request testing. F29F30F31F37F77
Hypothesis (AI)The presence of subdomains referencing Nomad alongside Kubernetes suggests a heterogeneous internal execution environment for developer services. F37F39S1
Confidence: high = 2+ independent sources · medium = public code/config or 3+ job postings · low = a single weak signal. Click a technology for its evidence.
Frameworks and libraries
.NEThigh3 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public codemongodb/mongo-csharp-driver contains `CSharpDriver.sln`, `benchmarks/MongoDB.Driver.Benchmarks/MongoDB.Driver.Benchmarks.csproj`, `src/MongoDB.Bson/MongoDB.Bson.csproj`, `src/MongoDB.Driver.Authentication.AWS/MongoDB.Driver.Authentication.AWS.csproj`, `src/MongoDB.Driver.Encryption/MongoDB.Driver.Encryption.csproj`source · 17 Oct 2026
Mentioned in job posting"Forward Deployed Engineer, Industry Solutions" posting: "…mental rollout Strong coding ability in at least two languages such as Java, C#/.NET, Node.js/TypeScript, Python, or Go, plus experience with APIs, distributed syst…"source · 16 Sept 2026
Mentioned in job posting"Forward Deployed Engineer, Industry Solutions" posting: "…mental rollout Strong coding ability in at least two languages such as Java, C#/.NET, Node.js/TypeScript, Python, or Go, plus experience with APIs, distributed syst…"source · 15 Sept 2026
First observed 11 Oct 2026
Expressmedium1 evidenceEvidence
Found in public code or configuration
Found in public code`package.json` in mongodb/node-mongodb-native declares `express`source · 15 Oct 2026
First observed 11 Oct 2026
Flaskmedium1 evidenceEvidence
Found in public code or configuration
Found in public code`pyproject.toml` in mongodb/mongo declares `flask`source · 17 Oct 2026
First observed 11 Oct 2026
gRPCmedium1 evidenceEvidence
Found in public code or configuration
Found in public codemongodb/mongo contains `src/mongo/transport/grpc/core_test.proto`, `src/mongo/transport/grpc/core_test_strip_prefix.proto`source · 17 Oct 2026
First observed 11 Oct 2026
Pandasmedium1 evidenceEvidence
Found in public code or configuration
Found in public code`buildscripts/cost_model/requirements.txt` in mongodb/mongo declares `pandas`source · 17 Oct 2026
First observed 11 Oct 2026
Tokiomedium1 evidenceEvidence
Found in public code or configuration
Found in public code`src/libmongoac/Cargo.toml` in mongodb/mongo-c-driver declares `tokio`source · 17 Oct 2026
First observed 11 Oct 2026
FastAPImedium3 evidenceEvidence
Named in 3 engineering job postings
Mentioned in job posting"Software Engineer 3 - Enterprise Architecture" posting: "…teams Knowledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React Experience with model evaluation frameworks, vector databases, or agent…"source · 28 Sept 2026
Mentioned in job posting"Senior Engineer - Enterprise Architecture" posting: "…eams - Knowledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React - Experience with model evaluation frameworks, vector databases, or agen…"source · 28 Sept 2026
Mentioned in job posting"Software Engineer 3" posting: "…dlers to DB migrations Knowledge of any of the following technologies: Next.js, FastAPI, React Position Expectations Build and maintain internal tools and platforms to…"source · 7 Jul 2026
First observed 11 Oct 2026
LangChainmedium3 evidenceEvidence
Named in 3 engineering job postings
Mentioned in job posting"Software Engineer 3, AI Framework Integrations" posting: "Software Engineer 3, AI Framework Integrations. AI frameworks like LangChain, LlamaIndex, and n8n are quickly becoming the default way developers build with…"source · 11 Sept 2026
Mentioned in job posting"Engineering Manager, AI Builder Experience" posting: "Engineering Manager, AI Builder Experience. AI frameworks like LangChain, LlamaIndex, and n8n are quickly becoming the default way developers build with…"source · 6 Aug 2026
Mentioned in job posting"Senior Software Engineer, AI Framework Integrations" posting: "Senior Software Engineer, AI Framework Integrations. AI frameworks like LangChain, LlamaIndex, and n8n are quickly becoming the default way developers build with…"source · 6 Aug 2026
First observed 11 Oct 2026
Next.jsmedium3 evidenceEvidence
Named in 3 engineering job postings
Mentioned in job posting"Software Engineer 3 - Enterprise Architecture" posting: "…ineers or teams Knowledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React Experience with model evaluation frameworks, vector databases,…"source · 28 Sept 2026
Mentioned in job posting"Senior Engineer - Enterprise Architecture" posting: "…eers or teams - Knowledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React - Experience with model evaluation frameworks, vector databases…"source · 28 Sept 2026
Mentioned in job posting"Software Engineer 3" posting: "…d API handlers to DB migrations Knowledge of any of the following technologies: Next.js, FastAPI, React Position Expectations Build and maintain internal tools and pla…"source · 7 Jul 2026
First observed 11 Oct 2026
Node.jsmedium3 evidenceEvidence
Named in 56 engineering job postings
Mentioned in job posting"2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…one of the following programming languages: Java, Python, Go, C++, Javascript, Node.js - or a comparable object-oriented programming language. Have a minimum of one s…"source · 9 Oct 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…ers Minimum of 3 years experience with modern scripting languages (e.g. Python, Node.js, SQL) and/or popular programming languages (e.g. C/C++, Java, C#) in a professi…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…ers Minimum of 3 years experience with modern scripting languages (e.g. Python, Node.js, SQL) and/or popular programming languages (e.g. C/C++, Java, C#) in a professi…"source · 26 Jun 2026
First observed 11 Oct 2026
Reactmedium3 evidenceEvidence
Named in 12 engineering job postings
Mentioned in job posting"Senior Engineer - Enterprise Architecture" posting: "…owledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React - Experience with model evaluation frameworks, vector databases, or agent orche…"source · 28 Sept 2026
Mentioned in job posting"Engineer 3 - Business Systems" posting: "…sable automation, data transformation, and integration services Experience with React or comparable modern front-end frameworks Experience with full-stack developmen…"source · 10 Sept 2026
Mentioned in job posting"Manager, Engineering" posting: "…etc.) Is comfortable working across the stack of a modern web application (e.g. React, TypeScript, React Testing Library) Has experience with at least one major clou…"source · 28 Jul 2026
First observed 11 Oct 2026
Spring Bootmedium3 evidenceEvidence
Named in 4 engineering job postings
Mentioned in job posting"Software Engineer 3" posting: "…riggers), and state comparison algorithms with pattern-based exclusions. Strong Spring Boot (or equivalent Java framework), MongoDB (or equivalent), and JDBC/JPA skills re…"source · 29 Sept 2026
Mentioned in job posting"Application Engineer" posting: "…ce tuning Exposure to one or more enterprise application architectures, such as Spring Boot or Hibernate Experience working in Agile teams, with a familiarity with CI/CD p…"source · 11 Sept 2026
Mentioned in job posting"Principal Application Engineer" posting: "…shift Design, implement, and review production-quality solutions using Java and Spring Boot, including APIs, integrations, monolith decomposition, relational-to-document d…"source · 10 Sept 2026
First observed 11 Oct 2026
Prismalow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Network Engineer" posting: "…design, deploy, and troubleshoot network and VPN solutions, including Palo Alto Prisma Access at global scale, partner with InfoSec to harden network security, and me…"source · 4 Sept 2026
First observed 11 Oct 2026
Cloud platforms
AWShigh11 evidenceEvidence
Confirmed by 3 independent sources (code, jobs, dns)
Found in public code`cfn-resources/go.mod` in mongodb/mongodbatlas-cloudformation-resources declares `github.com/aws/aws-sdk-go-v2`, `github.com/aws/aws-sdk-go-v2/config`, `github.com/aws/aws-sdk-go-v2/service/cloudformation`, `github.com/aws/aws-sdk-go-v2/service/ec2`, `github.com/aws/aws-sdk-go-v2/service/secretsmanager`source · 18 Oct 2026
Found in public codeCI workflow `.github/workflows/contract-testing.yaml` in mongodb/mongodbatlas-cloudformation-resources: "…godb/atlas-github-action@e3c9e0204659bafbb3b65e1eb1ee745cca0e9f3b - uses: aws-actions/setup-sam@89ddb14d60e682855e3fea4be85b3c56485de310 with: use-i…"source · 18 Oct 2026
Found in public codeCI workflow `.github/workflows/autorelease.yaml` in mongodb/atlas-sdk-go: "…0b1 with: ref: ${{ env.RELEASE_TAG }} - name: Configure AWS credentials for DevProd Platforms ECR uses: aws-actions/configure-aws-c…"
Containers & orchestration
Dockerhigh11 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public codemongodb/mongodbatlas-cloudformation-resources contains `.github/actions/atlas-cfn-deploy/Dockerfile`, `Dockerfile.dev`source · 18 Oct 2026
Found in public codeCI workflow `.github/workflows/autorelease.yaml` in mongodb/atlas-sdk-go: "…env.ECR_ROLE_ARN }} aws-region: us-east-1 - name: Authenticate Docker to DevProd Platforms ECR run: | aws ecr get-login-password --…"source · 17 Oct 2026
Found in public codemongodb/mongo contains `.devcontainer/Dockerfile`, `bazel/hermetic_container/Dockerfile.hermetic_container`, `buildscripts/antithesis/base_images/mongo_binaries/Dockerfile`, `buildscripts/antithesis/base_images/workload/Dockerfile`source
Infrastructure as code
CloudFormationhigh6 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public codemongodb/mongodbatlas-cloudformation-resources contains `cfn-resources/access-list-api-key/template.yml`, `cfn-resources/alert-configuration/template.yml`, `cfn-resources/api-key/template.yml`, `cfn-resources/auditing/template.yml`, `cfn-resources/backup-compliance-policy/template.yml`source · 18 Oct 2026
Found in public codeCI workflow `.github/workflows/contract-testing.yaml` in mongodb/mongodbatlas-cloudformation-resources: "…3.9' cache: 'pip' # caching pip dependencies - run: pip install cloudformation-cli cloudformation-cli-go-plugin - name: Run the Contract test sh…"source · 18 Oct 2026
Found in public codemongodb/mongo-go-driver contains `internal/cmd/faas/awslambda/template.yaml`source
CI/CD & build
GitHub Actionshigh10 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public codemongodb/mongodbatlas-cloudformation-resources contains `.github/workflows/cleanup-test-env.yml`, `.github/workflows/code-health.yaml`, `.github/workflows/contract-testing.yaml`, `.github/workflows/e2e-testing.yaml`, `.github/workflows/generate-augmented-sbom.yml`source · 18 Oct 2026
Found in public codemongodb/mongo-csharp-driver contains `.github/workflows/format.yml`, `.github/workflows/pr.yml`, `.github/workflows/sbom.yml`source · 17 Oct 2026
Found in public codemongodb/atlas-sdk-go contains `.github/workflows/autorelease.yaml`, `.github/workflows/autoupdate-preview.yaml`, `.github/workflows/autoupdate-prod.yaml`, `.github/workflows/generate-augmented-sbom.yml`, `.github/workflows/issues.yml`source
Observability
OpenTelemetryhigh4 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public code`pyproject.toml` in mongodb/mongo declares `opentelemetry-api`, `opentelemetry-sdk`, `opentelemetry-exporter-otlp-proto-grpc`, `opentelemetry-exporter-otlp-proto-common`, `opentelemetry-exporter-otlp-proto-http`source · 17 Oct 2026
Mentioned in job posting"Software Engineer 3, Networking & Observability" posting: "…oved connection handling, explored new networking architectures, and integrated OpenTelemetry to make issues easier to diagnose and connect MongoDB to modern observability t…"source · 21 Aug 2026
Mentioned in job posting"Software Engineer 3" posting: "…logging, metrics, diagnostics, and health checks with tools like Prometheus and OpenTelemetry Debug problems that span model servers, containers, deployment configuration, a…"source
Data & messaging
MongoDBhigh20 evidenceEvidence
Confirmed by 4 independent sources (code, jobs, articles, web)
Found in public code`pyproject.toml` in mongodb/mongo declares `mongodb`, `pymongo`source · 17 Oct 2026
Found in public code`buildscripts/cost_model/requirements.txt` in mongodb/mongo declares `pymongo`source · 17 Oct 2026
Found in public code`src/libmongoac/Cargo.toml` in mongodb/mongo-c-driver declares `mongodb`source · 17 Oct 2026
Found in public code
SaaS & tooling
Atlassianhigh4 evidenceEvidence
Confirmed by 2 independent sources (jobs, dns)
Mentioned in job posting"Senior InfoSec Analyst" posting: "…or assessing AI-related risk Familiarity with incident management platforms and Jira-based workflows Relevant certifications (GCIH, GCFA, GCIA, CISSP, or similar) B…"source · 15 Oct 2026
Mentioned in job posting"Sales Support Associate" posting: "…nce in working with ticketing/case management systems e.g. Salesforce, Zendesk, Jira and similar tools Able to handle and work with large volume of data Understandi…"source · 24 Sept 2026
Mentioned in job posting"Senior Software Engineer, AI Framework Integrations" posting: "…ing usage telemetry and using it to guide investment decisions Familiarity with Jira and related tool Success measures In the first month, you will understand the t…"source
Architecture signals
Microserviceshigh4 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public codemongodb/mongo has separate container definitions in 4+ directories (.devcontainer, bazel/hermetic_container, buildscripts/antithesis/base_images/mongo_binaries, buildscripts/antithesis/base_images/workload)source · 17 Oct 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…chitecture Design: Design Patterns and Methodologies: Embrace best practices in microservices, DevOps, cloud, and security Cutting Edge RAG and AI Architectures: Help custom…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…chitecture Design: Design Patterns and Methodologies: Embrace best practices in microservices, DevOps, cloud, and security Cutting Edge RAG and AI Architectures: Help custom…"source
MongoDB detailed the disaggregated storage architecture of Atlas Infinite written in Rust, decoupling stateless compute nodes from multi-tenant shared log, page, and object index services running on cloud object storage. · 2026-10
MongoDB engineers described upstream contributions to Apache Lucene using bulk scoring APIs and CPU instruction-level parallelism to accelerate Atlas Vector Search workloads. · 2026-05
MongoDB engineers described using compositional TLA+ formal specifications to automatically generate test cases validating the WiredTiger storage engine against distributed transaction guarantees. · 2026-02
Not found in this refresh's evidence. This does not mean the company stopped using it — a posting may have closed or a repository may have left the sample.
Not found in this refresh's evidence. This does not mean the company stopped using it — a posting may have closed or a repository may have left the sample.
18 Oct 2026
Trend across snapshots
Snapshot
Top languages (180 d)
Eng roles
Commits 90 d
v3 · 18 Oct 2026
Go 21.9%, Python 10.5%, Rust 9.5%
180
673
v2 · 11 Oct 2026
Go 21.9%, Python 10.4%, Rust 9.5%
173
142
v1 · 11 Oct 2026
Go 21.9%, Python 10.4%, Rust 9.5%
173
142
Source status · 18 Oct 2026, 07:50 UTC
GitHub · ok · 47.6smongodb: 300 public repositories (GraphQL), 10 scanned in depth; 50 API calls, 3 cached. source
Job postings · ok · 1.0sGreenhouse board "mongodb": 401 open roles, 180 engineering; 64 technologies mentioned. source
DNS (Google Public DNS) · ok · 0.1s2 hosting/CDN signals, email: Google Workspace, 15 SaaS verification records, 1 SPF includes.
Certificate Transparency (crt.sh) · ok · 19.2s2680 subdomains in unexpired certificates; 7 reveal tooling or environments. source
Hacker News · ok · 1.0s5 engineering stories in the last 12 months (top: 109 points).
Engineering blog (RSS) · ok · 1.6sMongoDB | Blog: 5 recent posts, 3 technical. source
Web research (Gemini + Google Search) · ok · 28.0s5 grounded findings from 6 Google searches, 7 sources (gemini-3.8-flash).
Recency (25): newest dated evidence ≤30 days 25 · ≤90 days 18 · ≤1 year 10 · older 4 · none 0
Level: High ≥ 75 · Medium 45–74 · Low < 45. An unconfirmed GitHub match caps the level at Medium; no findings caps it at Low.
Limitations
Public repositories, job postings, DNS records and articles show only part of a company's technology stack; private repositories and internal systems are not visible.
300 most recently updated of 309 public repositories were analysed for languages and activity.
Evidence pack given to Gemini (116 facts)
F1Go [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 20.7% of public code. e.g. 20.7% of code across 193 public repositories (21.9% in repos pushed in the last 180 days); largest in mongodb/atlas-sdk-go (17 Oct 2026)source
F2Python [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 11.8% of public code. e.g. 11.8% of code across 193 public repositories (10.5% in repos pushed in the last 180 days); largest in mongodb/mongo (17 Oct 2026)source
F3Rust [Programming languages] — high confidence (Confirmed by 3 independent sources (code, jobs, web)), 9.4% of public code. e.g. 9.4% of code across 193 public repositories (9.5% in repos pushed in the last 180 days); largest in mongodb/kingfisher (13 Oct 2026)source
F4TypeScript [Programming languages] — high confidence (Confirmed by 3 independent sources (code, jobs, articles)), 9.2% of public code. e.g. 9.2% of code across 193 public repositories (9.3% in repos pushed in the last 180 days); largest in mongodb/docs (16 Oct 2026)source
F5Java [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 9.2% of public code. e.g. 9.2% of code across 193 public repositories (9.4% in repos pushed in the last 180 days); largest in mongodb/mongot
Found in public code`pyproject.toml` in mongodb/mongo declares `boto3`, `botocore`source · 17 Oct 2026
Found in public code`package.json` in mongodb/openapi declares `@aws-sdk/client-s3`source · 16 Oct 2026
Found in public code`package.json` in mongodb/node-mongodb-native declares `@aws-sdk/credential-providers`source · 15 Oct 2026
First observed 11 Oct 2026
Google Cloudhigh6 evidenceEvidence
Confirmed by 3 independent sources (code, jobs, dns)
Found in public code`tools/cli/go.mod` in mongodb/openapi declares `cloud.google.com/go`source · 16 Oct 2026
Found in public code`tools/foas/go.mod` in mongodb/openapi declares `cloud.google.com/go`source · 16 Oct 2026
Mentioned in job posting"2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…ly globally distributed, multi-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. With offices worldwide and over 67,000 customers, includi…"source · 9 Oct 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…ly globally distributed, multi-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. With offices worldwide and over 67,000 customers, includi…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…ly globally distributed, multi-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. With offices worldwide and over 67,000 customers, includi…"source · 26 Jun 2026
DNS recordNameserver ns-cloud-e4.googledomains.comsource
First observed 11 Oct 2026
Microsoft Azuremedium3 evidenceEvidence
Named in 180 engineering job postings
Mentioned in job posting"2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…ti-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. With offices worldwide and over 67,000 customers, including AI-native startups…"source · 9 Oct 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…ti-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. With offices worldwide and over 67,000 customers, including AI-native startups…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…ti-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. With offices worldwide and over 67,000 customers, including 75% of the Fortune…"source · 26 Jun 2026
First observed 11 Oct 2026
· 17 Oct 2026
Found in public codemongodb/laravel-mongodb contains `Dockerfile`source · 16 Oct 2026
Found in public codeCI workflow `.github/workflows/build-ci-atlas.yml` in mongodb/laravel-mongodb: "…extensions: curl,mbstring,xdebug coverage: xdebug - name: Show Docker version if: ${{ runner.debug }} run: docker version && env…"source · 16 Oct 2026
Found in public codeCI workflow `.github/workflows/build-ci.yml` in mongodb/laravel-mongodb: "…echo "CRYPT_SHARED_LIB_PATH=${library}" >> "$GITHUB_ENV" - name: Show Docker version if: ${{ runner.debug }} run: docker version && env…"source · 16 Oct 2026
First observed 11 Oct 2026
Docker Composemedium2 evidenceEvidence
Found in public code or configuration
Found in public codemongodb/mongo-csharp-driver contains `docker-compose.atlas-local.yml`, `docker-compose.yml`source · 17 Oct 2026
Found in public codemongodb/laravel-mongodb contains `docker-compose.yml`source · 16 Oct 2026
First observed 11 Oct 2026
Serverless Frameworkmedium1 evidenceEvidence
Found in public code or configuration
Found in public codemongodb/mongo contains `buildscripts/resmokeconfig/suites/serverless.yml`source · 17 Oct 2026
First observed 11 Oct 2026
Argo CDmedium3 evidenceEvidence
Named in 3 engineering job postings
Mentioned in job posting"Software Engineer 3, Data Pipeline" posting: "…lopment and release lifecycle on Kubernetes clusters using GitOps tools such as Argo CD or Flux Has hands-on experience applying a data-driven approach to debugging an…"source · 29 Sept 2026
Mentioned in job posting"Senior Software Engineer, Deployments" posting: "…duction for all engineering teams. This infrastructure is primarily composed of Argo Workflows and ArgoCD. The team also provides tooling that enables clear system ownership…"source · 17 Jun 2026
Mentioned in job posting"Senior Software Engineer, Deployments" posting: "…duction for all engineering teams. This infrastructure is primarily composed of Argo Workflows and ArgoCD. The team also provides tooling that enables clear system ownership…"source · 17 Jun 2026
First observed 11 Oct 2026
Helmmedium3 evidenceEvidence
Named in 4 engineering job postings
Mentioned in job posting"Senior Technical Services Engineer" posting: "…th Terraform, GitHub Actions, CodeBuild, or other CI/CD systems Experience with Helm, operators, container registries, or advanced Kubernetes networking Broad aware…"source · 6 Oct 2026
Mentioned in job posting"Lead, Platform Engineering" posting: "…the tools we use regularly include Go, AWS, Kubernetes, Crossplane, Terraform, Helm, Drone, Prometheus, and Grafana. However, technology is nothing without a stell…"source · 22 Jul 2026
Mentioned in job posting"Senior Site Reliability Engineer, Fleet Management" posting: "…ments from first principles Proficiency with Kubernetes ecosystem tools such as Helm, Kustomize, Gatekeeper, Kyverno, and CRDs/Operators, CRI, CSI Expertise in clou…"source · 19 Mar 2026
First observed 11 Oct 2026
Kubernetesmedium3 evidenceEvidence
Named in 85 engineering job postings
Mentioned in job posting"Advisory Solutions Architect" posting: "…our skills with partner and complementary technologies such as Apache Kafka and Kubernetes Modern Architecture Design: Design Patterns and Methodologies: Embrace best pra…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…our skills with partner and complementary technologies such as Apache Kafka and Kubernetes Modern Architecture Design: Design Patterns and Methodologies: Embrace best pra…"source · 26 Jun 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…our skills with partner and complementary technologies such as Apache Kafka and Kubernetes Modern Architecture Design: Design Patterns and Methodologies: Embrace best pra…"source · 18 Jun 2026
First observed 11 Oct 2026
Istiolow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Site Reliability Engineer" posting: "…ver manual work Bonus points for experience with Kubernetes networking, such as Istio or Cilium, service mesh or edge load balancing in production, secure multi-tena…"source · 21 Jul 2026
Mentioned in job posting"Senior Software Engineer (SRE), Infrastructure Security" posting: "…systems or cloud platform infrastructure. Hands-on experience using Terraform, CloudFormation, or Ansible for automated infrastructure provisioning. Demonstrated experience…"source · 12 Oct 2026
Mentioned in job posting"Senior Site Reliability Engineer, Infrastructure Security" posting: "…systems or cloud platform infrastructure. Hands-on experience using Terraform, CloudFormation, or Ansible for automated infrastructure provisioning. Demonstrated experience…"source · 12 Oct 2026
Mentioned in job posting"Staff Site Reliability Engineer, Infrastructure Security" posting: "…d systems or cloud platform infrastructure Hands-on experience using Terraform, CloudFormation, or Ansible for automated infrastructure provisioning Demonstrated experience o…"source · 15 Jan 2026
First observed 11 Oct 2026
Terraformhigh4 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public codeCI workflow `.github/workflows/autoupdate-preview.yaml` in mongodb/atlas-sdk-go: "…github.com/mongodb/atlas-sdk-go@dev-latest ``` For Terraform provider integration (`AtlasPreview`, dependency updates, and acceptance tests)…"source · 17 Oct 2026
Mentioned in job posting"Lead, Platform Engineering" posting: "…e). Some of the tools we use regularly include Go, AWS, Kubernetes, Crossplane, Terraform, Helm, Drone, Prometheus, and Grafana. However, technology is nothing without a…"source · 22 Jul 2026
Mentioned in job posting"Manager, Site Reliability Engineering - Storage Layer Service" posting: "…rnetes ecosystems, containerization technologies, and modern IaC tooling (e.g., Terraform, Crossplane, or Operators) so you can effectively guide the team's technical de…"source · 26 May 2026
Mentioned in job posting"Manager, Site Reliability Engineering - Storage Layer Service" posting: "…rnetes ecosystems, containerization technologies, and modern IaC tooling (e.g., Terraform, Crossplane, or Operators) so you can effectively guide the team's technical de…"source · 15 Apr 2026
First observed 11 Oct 2026
Ansiblemedium3 evidenceEvidence
Named in 3 engineering job postings
Mentioned in job posting"Senior Software Engineer (SRE), Infrastructure Security" posting: "…latform infrastructure. Hands-on experience using Terraform, CloudFormation, or Ansible for automated infrastructure provisioning. Demonstrated experience owning infra…"source · 12 Oct 2026
Mentioned in job posting"Senior Site Reliability Engineer, Infrastructure Security" posting: "…latform infrastructure. Hands-on experience using Terraform, CloudFormation, or Ansible for automated infrastructure provisioning. Demonstrated experience owning infra…"source · 12 Oct 2026
Mentioned in job posting"Staff Site Reliability Engineer, Infrastructure Security" posting: "…platform infrastructure Hands-on experience using Terraform, CloudFormation, or Ansible for automated infrastructure provisioning Demonstrated experience owning infras…"source · 15 Jan 2026
First observed 11 Oct 2026
Crossplanemedium3 evidenceEvidence
Named in 5 engineering job postings
Mentioned in job posting"Lead, Platform Engineering" posting: "…ever possible). Some of the tools we use regularly include Go, AWS, Kubernetes, Crossplane, Terraform, Helm, Drone, Prometheus, and Grafana. However, technology is nothin…"source · 22 Jul 2026
Mentioned in job posting"Manager, Site Reliability Engineering - Storage Layer Service" posting: "…ystems, containerization technologies, and modern IaC tooling (e.g., Terraform, Crossplane, or Operators) so you can effectively guide the team's technical decisions Have…"source · 26 May 2026
Mentioned in job posting"Manager, Site Reliability Engineering - Storage Layer Service" posting: "…ystems, containerization technologies, and modern IaC tooling (e.g., Terraform, Crossplane, or Operators) so you can effectively guide the team's technical decisions Have…"source · 15 Apr 2026
First observed 11 Oct 2026
AWS CDKlow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Software Engineer, Atlas API Experience - Integrations" posting: "…support product features supporting integrations such as AWS Cloud Formation & AWS CDK, Terraform & Vault. You will build our next generation Atlas SDK for an expandi…"source · 14 Oct 2026
First observed 18 Oct 2026
· 17 Oct 2026
Found in public codemongodb/openapi contains `.github/workflows/api-versions-reminder.yml`, `.github/workflows/changelog-report.yml`, `.github/workflows/code-health-foas-lib.yml`, `.github/workflows/code-health-foascli.yml`, `.github/workflows/code-health-tools.yml`source · 16 Oct 2026
Found in public codemongodb/mongo-python-driver contains `.github/workflows/codeql.yml`, `.github/workflows/create-release-branch.yml`, `.github/workflows/dist.yml`, `.github/workflows/release-python.yml`, `.github/workflows/sbom.yml`source · 16 Oct 2026
Found in public codemongodb/laravel-mongodb contains `.github/workflows/build-ci-atlas.yml`, `.github/workflows/build-ci.yml`, `.github/workflows/coding-standards.yml`, `.github/workflows/labeler.yml`, `.github/workflows/merge-up.yml`source · 16 Oct 2026
First observed 11 Oct 2026
Dependabotmedium7 evidenceEvidence
Found in public code or configuration
Found in public codemongodb/mongodbatlas-cloudformation-resources contains `.github/dependabot.yml`source · 18 Oct 2026
Found in public codemongodb/atlas-sdk-go contains `.github/dependabot.yml`source · 17 Oct 2026
Found in public codemongodb/openapi contains `.github/dependabot.yml`source · 16 Oct 2026
Found in public codemongodb/mongo-python-driver contains `.github/dependabot.yml`source · 16 Oct 2026
Found in public codemongodb/laravel-mongodb contains `.github/dependabot.yml`source · 16 Oct 2026
Found in public codemongodb/node-mongodb-native contains `.github/dependabot.yml`source · 15 Oct 2026
First observed 11 Oct 2026
pre-commitmedium2 evidenceEvidence
Found in public code or configuration
Found in public codemongodb/mongo-python-driver contains `.pre-commit-config.yaml`source · 16 Oct 2026
Found in public codemongodb/mongo-go-driver contains `.pre-commit-config.yaml`source · 15 Oct 2026
First observed 11 Oct 2026
Bazelmedium1 evidenceEvidence
Found in public code or configuration
Found in public codemongodb/mongo contains `.bazelrc`, `.github/BUILD.bazel`, `BUILD.bazel`, `MODULE.bazel`, `bazel/BUILD.bazel`source · 17 Oct 2026
First observed 11 Oct 2026
Gradlelow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Principal Application Engineer" posting: "…JAVA applications Familiarity with tools like Postman, IntelliJ IDEA, and Maven/Gradle Exposure to other languages or technologies like JavaScript, .Net Understanding…"source · 10 Sept 2026
First observed 11 Oct 2026
Mavenlow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Principal Application Engineer" posting: "…on of JAVA applications Familiarity with tools like Postman, IntelliJ IDEA, and Maven/Gradle Exposure to other languages or technologies like JavaScript, .Net Unders…"source · 10 Sept 2026
First observed 11 Oct 2026
· 6 Aug 2026
Mentioned in job posting"Lead, Platform Engineering" posting: "…ence with observability tooling: metrics, logging, traces, Prometheus, Grafana, OpenTelemetry Strong Linux and TCP/IP networking skills Familiar with standard authentication…"source · 22 Jul 2026
First observed 11 Oct 2026
Grafanahigh4 evidenceEvidence
Confirmed by 2 independent sources (jobs, subdomain)
Mentioned in job posting"Software Engineer 3" posting: "…(e.g., vLLM, Triton, TGI) Experience with observability stacks like Prometheus, Grafana, or OpenTelemetry Experience shipping software through cloud marketplaces or pa…"source · 6 Aug 2026
Mentioned in job posting"Lead, Platform Engineering" posting: "…nclude Go, AWS, Kubernetes, Crossplane, Terraform, Helm, Drone, Prometheus, and Grafana. However, technology is nothing without a stellar team of engineers that are fo…"source · 22 Jul 2026
Mentioned in job posting"Technical Services Engineer" posting: "…Experience with monitoring, backup, and observability tools such as Prometheus, Grafana, Nagios, or New Relic Experience managing large-scale databases Exposure to AI-…"source · 14 Jul 2026
Confirmed by 2 independent sources (jobs, subdomain)
Mentioned in job posting"Software Engineer 3" posting: "…ce: structured logging, metrics, diagnostics, and health checks with tools like Prometheus and OpenTelemetry Debug problems that span model servers, containers, deploymen…"source · 6 Aug 2026
Mentioned in job posting"Lead, Platform Engineering" posting: "…use regularly include Go, AWS, Kubernetes, Crossplane, Terraform, Helm, Drone, Prometheus, and Grafana. However, technology is nothing without a stellar team of engineer…"source · 22 Jul 2026
Mentioned in job posting"Technical Services Engineer" posting: "…e Directory Experience with monitoring, backup, and observability tools such as Prometheus, Grafana, Nagios, or New Relic Experience managing large-scale databases Exposu…"source · 14 Jul 2026
Mentioned in job posting"Cloud Operations Engineer" posting: "…Willingness to work from Wednesday - Sunday or vice versa Nice To Have MongoDB Splunk Kubernetes About MongoDB MongoDB is built for change, empowering our customers…"source · 23 Sept 2026
Mentioned in job posting"Staff Engineer, Observability" posting: "…sing petabytes of logs, traces, and events. Our stack includes VictoriaMetrics, Splunk, Flink, WarpStream/Kafka, Java, Golang Fluentbit. In addition to owning critica…"source · 27 Feb 2026
First observed 11 Oct 2026
New Reliclow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Technical Services Engineer" posting: "…toring, backup, and observability tools such as Prometheus, Grafana, Nagios, or New Relic Experience managing large-scale databases Exposure to AI-related technologies s…"source · 14 Jul 2026
First observed 11 Oct 2026
`pyproject.toml` in mongodb/mongo-python-driver declares `pymongo`, `mongodb`
Mentioned in job posting"2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…d their time pushing production-level code to make lasting contributions across MongoDB’s products and services for our internal teams, external customers, and develop…"source · 9 Oct 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…by strong technical alignment with our platform and the needs of our customers. MongoDB Pre-Sales Solution Architects are responsible for guiding our customers and use…"source · 21 Sept 2026
First observed 11 Oct 2026
Kafkahigh4 evidenceEvidence
Confirmed by 2 independent sources (code, jobs)
Found in public code`pyproject.toml` in mongodb/mongo declares `kafka-python`source · 17 Oct 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…Enhance your skills with partner and complementary technologies such as Apache Kafka and Kubernetes Modern Architecture Design: Design Patterns and Methodologies: E…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…Enhance your skills with partner and complementary technologies such as Apache Kafka and Kubernetes Modern Architecture Design: Design Patterns and Methodologies: E…"source · 26 Jun 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…Enhance your skills with partner and complementary technologies such as Apache Kafka and Kubernetes Modern Architecture Design: Design Patterns and Methodologies: E…"source · 18 Jun 2026
First observed 11 Oct 2026
MySQLhigh4 evidenceEvidence
Confirmed by 2 independent sources (jobs, articles)
Mentioned in job posting" Senior Software Engineer, Competitive Benchmarking" posting: "…ning reliable applications at scale Strong hands-on experience with PostgreSQL, MySQL, Aurora, Cassandra, or other competing data platforms Ability to reason about r…"source · 14 Sept 2026
Mentioned in job posting"Senior Sales Compensation Engineer" posting: "…years experience querying traditional SQL RDBMS (Oracle, Microsoft SQL Server, MySQL, PostgreSQL, DB2, HyperSQL, Salesforce, SQLite, etc.) Experience with the Xactl…"source · 11 Sept 2026
Mentioned in job posting"Senior Consulting Engineer" posting: "…at enterprise scale - from relational estates (Oracle, SQL Server, PostgreSQL, MySQL) and from NoSQL platforms (Apache Cassandra, Azure Cosmos DB, Amazon DocumentDB…"source · 4 Sept 2026
Mentioned in published articleHacker News story "Show HN: Databasus – open-source backup tool for PostgreSQL, MySQL and MongoDB" (10 points)source · 28 Dec 2025
First observed 11 Oct 2026
PostgreSQLhigh4 evidenceEvidence
Confirmed by 2 independent sources (jobs, articles)
Mentioned in job posting"Forward Deployed Architect, Industry Solutions" posting: "…rent industries Design MongoDB as a supported platform option alongside Oracle, PostgreSQL, or SQL Server, including persistence abstractions, feature parity, backend-spe…"source · 15 Sept 2026
Mentioned in job posting"Consulting Engineer" posting: "…rl, Scala, Go Experience with databases such as MongoDB, Oracle, MS SQL Server, PostgreSQL Familiarity with Linux diagnostics and tuning; Windows tuning knowledge is a pl…"source · 9 Sept 2026
Mentioned in job posting"Senior Consulting Engineer" posting: "…pt), Ruby, Go Experience with databases such as MongoDB, Oracle, MS SQL Server, PostgreSQL Familiarity with Linux diagnostics and tuning; Windows tuning knowledge is a pl…"source · 17 Aug 2026
Mentioned in published articleHacker News story "Show HN: Databasus – open-source backup tool for PostgreSQL, MySQL and MongoDB" (10 points)source · 28 Dec 2025
First observed 11 Oct 2026
Apache Flinkmedium3 evidenceEvidence
Named in 3 engineering job postings
Mentioned in job posting"Software Engineer 3, Data Pipeline" posting: "…, Kafka-compatible data streaming platform as the core streaming bus and Apache Flink for real-time transformations and delivery to storage, the platform lives on Ku…"source · 29 Sept 2026
Mentioned in job posting"Senior Consulting Engineer" posting: "…u build and deliver today Migration or replication tooling experience: Spark or Flink-based pipelines, dual-write patterns, cloud DMS-class services, data-validation…"source · 4 Sept 2026
Mentioned in job posting"Staff Engineer, Observability" posting: "…abytes of logs, traces, and events. Our stack includes VictoriaMetrics, Splunk, Flink, WarpStream/Kafka, Java, Golang Fluentbit. In addition to owning critical compo…"source · 27 Feb 2026
First observed 11 Oct 2026
Apache Sparkmedium3 evidenceEvidence
Named in 3 engineering job postings
Mentioned in job posting"Associate Technical Services Engineer II (Tues-Sat Shift)" posting: "…d programming language. Deep understanding of connection pools. Experience with Apache Spark. Experience with authentication systems such as LDAP, Kerberos, AD Experience u…"source · 13 Oct 2026
Mentioned in job posting"Senior Partner Solutions Architect (SI Partnerships)" posting: "…dge of modern technologies - their function and integration requirements - e.g. Spark, cloud storage/streaming, API mgmt, Kafka, serverless. A cloud provider certifi…"source · 4 Sept 2026
Mentioned in job posting"Senior Partner Solutions Architect (SI Partnerships)" posting: "…dge of modern technologies - their function and integration requirements - e.g. Spark, cloud storage/streaming, API mgmt, Kafka, serverless. A cloud provider certifi…"source · 4 Sept 2026
First observed 11 Oct 2026
Cassandralow2 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting" Senior Software Engineer, Competitive Benchmarking" posting: "…pplications at scale Strong hands-on experience with PostgreSQL, MySQL, Aurora, Cassandra, or other competing data platforms Ability to reason about relational and docum…"source · 14 Sept 2026
Mentioned in job posting"Senior Consulting Engineer" posting: "…states (Oracle, SQL Server, PostgreSQL, MySQL) and from NoSQL platforms (Apache Cassandra, Azure Cosmos DB, Amazon DocumentDB) onto MongoDB. We do this both as standalon…"source · 4 Sept 2026
First observed 11 Oct 2026
BigQuerylow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Data Analyst" posting: "…mfortable writing and optimizing queries against large-scale warehouses (Trino, BigQuery, or similar) Working proficiency in Python for data transformation, automation,…"source · 29 Sept 2026
First observed 11 Oct 2026
dbtlow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Data Analyst" posting: "…ytics a strong plus) Nice-to-have: exposure to analytics engineering practices (dbt, data modeling, testing frameworks) And most importantly, passionate about usin…"source · 29 Sept 2026
First observed 11 Oct 2026
Elasticsearchlow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Solutions Architect (Search Specialist) " posting: "…candidate, you will have 3+ years of search or information retrieval expertise (Elasticsearch, Lucene, Solr, Algolia, Milvus, Qdrant, or similar) 3+ years of software develo…"source · 2 Oct 2026
First observed 11 Oct 2026
SQLitelow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Sales Compensation Engineer" posting: "…MS (Oracle, Microsoft SQL Server, MySQL, PostgreSQL, DB2, HyperSQL, Salesforce, SQLite, etc.) Experience with the Xactly product suite or competitive product suites h…"source · 11 Sept 2026
First observed 11 Oct 2026
· 6 Aug 2026
DNS recordTXT verification record for Atlassiansource
First observed 11 Oct 2026
Google Workspacehigh3 evidenceEvidence
Confirmed by 2 independent sources (jobs, dns)
Mentioned in job posting"Sales Support Associate" posting: "…d process & data segmentation Must have hands on experience on Microsoft Office/G suite and intermediate proficiency in Advanced Excel and Macros Must show process and…"source · 24 Sept 2026
Mentioned in job posting"Staff Engineer - Business Systems (Integrations)" posting: "…sed integrations and APIs across GTM systems (e.g., Salesforce, NetSuite, HRIS, Google Workspace) with a focus on scalability, reliability, and security Define and evolve integ…"source · 30 Apr 2026
Mentioned in job posting"Engineer 3 - Business Systems" posting: "…er 3 - Business Systems. The CRM Technologies team builds, scales, and operates Salesforce-based solutions that power MongoDB’s customer lifecycle, from marketing engagem…"source · 10 Sept 2026
Mentioned in job posting"Lead Salesforce Engineer" posting: "Lead Salesforce Engineer. The IT SaaS Engineering Team plays a critical role in enabling MongoD…"source · 30 Jun 2026
Mentioned in job posting"Salesforce CPQ engineer 3" posting: "Salesforce CPQ engineer 3. Engineer 3, Business Systems (CPQ) We are looking to speak to c…"source · 21 Apr 2026
First observed 11 Oct 2026
Slacklow2 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Technical Services Engineer" posting: "…ing contacts, establishing escalation paths, setting up communication channels (Slack, recurring review/check-in cadence) Partners Center of Excellence work per onbo…"source · 9 Oct 2026
Mentioned in job posting"Senior Solutions Architect" posting: "…estions from internal MongoDB teams and partners through live working sessions, Slack, and email, and serve as a regional escalation point when needed. Maintain stro…"source · 25 Aug 2026
First observed 11 Oct 2026
Oktalow1 evidenceEvidence
Single weak signal (jobs)
Mentioned in job posting"Senior Network Engineer" posting: "…Experience with network authentication technologies such as FoxPass, LDAP, and Okta (SAML) Solid understanding of enterprise network design and cloud networking be…"source · 4 Sept 2026
DNS recordTXT verification record for Stripesource
First observed 11 Oct 2026
· 26 Jun 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…chitecture Design: Design Patterns and Methodologies: Embrace best practices in microservices, DevOps, cloud, and security Cutting Edge RAG and AI Architectures: Help custom…"source · 18 Jun 2026
First observed 11 Oct 2026
Monorepomedium2 evidenceEvidence
Found in public code or configuration
Found in public codemongodb/openapi contains `tools/go.work`source · 16 Oct 2026
Found in public codemongodb/mongo-go-driver contains `ext/awsauth/go.work`, `go.work`source · 15 Oct 2026
First observed 11 Oct 2026
Distributed systemsmedium3 evidenceEvidence
Named in 92 engineering job postings
Mentioned in job posting"Advisory Solutions Architect" posting: "…a professional capacity Experience designing with scalable and highly available distributed systems in the cloud and on-prem Demonstrated ability to work with customers to review…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…a professional capacity Experience designing with scalable and highly available distributed systems in the cloud and on-prem Demonstrated ability to work with customers to review…"source · 26 Jun 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…a professional capacity Experience designing with scalable and highly available distributed systems in the cloud and on-prem Demonstrated ability to work with customers to review…"source · 18 Jun 2026
First observed 11 Oct 2026
Event-driven architecturemedium3 evidenceEvidence
Named in 15 engineering job postings
Mentioned in job posting"Forward Deployed Engineer, Industry Solutions" posting: "…oyed, embedded, resident-engineer, or partner-engineering role Familiarity with event-driven and microservices architectures and technologies such as Kafka, as well as perf…"source · 16 Sept 2026
Mentioned in job posting"Forward Deployed Architect, Industry Solutions" posting: "…hitect, embedded-architect, or similar technical delivery role Familiarity with event-driven architectures and technologies such as Kafka or Debezium Experience with regula…"source · 15 Sept 2026
Mentioned in job posting"Forward Deployed Engineer, Industry Solutions" posting: "…oyed, embedded, resident-engineer, or partner-engineering role Familiarity with event-driven and microservices architectures and technologies such as Kafka, as well as perf…"source · 15 Sept 2026
First observed 11 Oct 2026
Multi-cloudmedium3 evidenceEvidence
Named in 180 engineering job postings
Mentioned in job posting"2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…AI. Our cloud-native platform, MongoDB Atlas, is the only globally distributed, multi-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. W…"source · 9 Oct 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…AI. Our cloud-native platform, MongoDB Atlas, is the only globally distributed, multi-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. W…"source · 21 Sept 2026
Mentioned in job posting"Advisory Solutions Architect" posting: "…AI. Our cloud-native platform, MongoDB Atlas, is the only globally distributed, multi-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. W…"source · 26 Jun 2026
First observed 11 Oct 2026
Platform engineeringmedium3 evidenceEvidence
Named in 8 engineering job postings
Mentioned in job posting"Lead, Platform Engineering" posting: "Lead, Platform Engineering. The Infrastructure Engineering team is responsible for building and maintainin…"source · 22 Jul 2026
Mentioned in job posting"Senior Site Reliability Engineer, Fabric" posting: "Senior Site Reliability Engineer, Fabric. The Team Platform Engineering sits within SRE and builds the core infrastructure powering MongoDB’s broader e…"source · 8 Apr 2026
Mentioned in job posting"Senior Data Product Manager, Product Telemetry" posting: "…s a Senior Data Product Manager on our Data team — which includes Data Pipeline/Platform Engineering, Data Architecture, and Data Governance — you will lead efforts to build, enhan…"source · 10 Dec 2025
First observed 11 Oct 2026
Serverless architecturemedium3 evidenceEvidence
Named in 4 engineering job postings
Mentioned in job posting"Associate Technical Services Engineer II (Tues-Sat Shift)" posting: "…ulti-pathing, and caching Working with real time stream processing using Kafka. Serverless computing services such as AWS Lambda, Azure functions. As this role is technic…"source · 13 Oct 2026
Mentioned in job posting"Senior Partner Solutions Architect" posting: "…chitecture patterns, including microservices, event-driven systems, Kubernetes, serverless, retrieval-augmented generation, agent memory, vector search, MCP, and enterpri…"source · 21 Sept 2026
Mentioned in job posting"Senior Partner Solutions Architect (SI Partnerships)" posting: "…ntegration requirements - e.g. Spark, cloud storage/streaming, API mgmt, Kafka, serverless. A cloud provider certification A MongoDB Certification What you do at MongoDB…"source · 4 Sept 2026
First observed 11 Oct 2026
blog
MongoDB detailed the implementation of a lock-free B+tree in the WiredTiger storage engine using hazard pointers for reads and lock-free skip lists for updates. · 2025-11
MongoDB Staff AI Developer Advocate Apoorva Joshi presented system design patterns and production evaluation frameworks using MongoDB and Voyage AI at AI Engineer World's Fair 2026. · 2026-06
F6JavaScript [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 6.1% of public code. e.g. 6.1% of code across 193 public repositories (4.5% in repos pushed in the last 180 days); largest in mongodb/mongo (17 Oct 2026)source
F7C# [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 5.5% of public code. e.g. 5.5% of code across 193 public repositories (5.4% in repos pushed in the last 180 days); largest in mongodb/mongo-csharp-driver (17 Oct 2026)source
F8C [Programming languages] — medium confidence (Found in public code or configuration), 5.5% of public code. e.g. 5.5% of code across 193 public repositories (7.8% in repos pushed in the last 180 days); largest in mongodb/libmongosql (19 Mar 2026)source
F9Ruby [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 3.8% of public code. e.g. 3.8% of code across 193 public repositories (4.4% in repos pushed in the last 180 days); largest in mongodb/mongoid (16 Oct 2026)source
F10PHP [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 3% of public code. e.g. 3% of code across 193 public repositories (4.4% in repos pushed in the last 180 days); largest in mongodb/mongo-php-library (14 Oct 2026)source
F11C++ [Programming languages] — high confidence (Confirmed by 2 independent sources (code, jobs)), 2.4% of public code. e.g. 2.4% of code across 193 public repositories (3.1% in repos pushed in the last 180 days); largest in mongodb/mongo (17 Oct 2026)source
F12Jupyter Notebook [Programming languages] — medium confidence (Found in public code or configuration), 2.2% of public code. e.g. 2.2% of code across 193 public repositories (2.1% in repos pushed in the last 180 days); largest in mongodb/ai-benchmarks (26 Aug 2026)source
F13Scala [Programming languages] — low confidence (Single weak signal (jobs)), 0.4% of public code. e.g. "Consulting Engineer" posting: "…no particular order): Java, C++, C#, Python, Node.js (JavaScript), Ruby, Perl, Scala, Go Experience with databases such as MongoDB, Oracle, MS SQL Server, PostgreSQ…" (9 Sept 2026)source
F14Perl [Programming languages] — medium confidence (Named in 6 engineering job postings), 0.1% of public code. e.g. "Associate Technical Services Engineer II" posting: "…one or more of Java, Python, Ruby, C, C++, C#, Javascript, node.js, Go, PHP, or Perl If you have an operations background, we prefer experience administering large-…" (9 Oct 2026)source
F15SQL [Programming languages] — medium confidence (Named in 50 engineering job postings). e.g. "Advisory Solutions Architect" posting: "…um of 3 years experience with modern scripting languages (e.g. Python, Node.js, SQL) and/or popular programming languages (e.g. C/C++, Java, C#) in a professional…" (21 Sept 2026)source
F16.NET [Frameworks and libraries] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. mongodb/mongo-csharp-driver contains `CSharpDriver.sln`, `benchmarks/MongoDB.Driver.Benchmarks/MongoDB.Driver.Benchmarks.csproj`, `src/MongoDB.Bson/MongoDB.Bson.csproj`, `src/MongoDB.Driver.Authentication.AWS/MongoDB.Driver.Authentication.AWS.csproj`, `src/MongoDB.Driver.Encryption/MongoDB.Driver.Encryption.csproj` (17 Oct 2026)source
F17Express [Frameworks and libraries] — medium confidence (Found in public code or configuration). e.g. `package.json` in mongodb/node-mongodb-native declares `express` (15 Oct 2026)source
F18Flask [Frameworks and libraries] — medium confidence (Found in public code or configuration). e.g. `pyproject.toml` in mongodb/mongo declares `flask` (17 Oct 2026)source
F19gRPC [Frameworks and libraries] — medium confidence (Found in public code or configuration). e.g. mongodb/mongo contains `src/mongo/transport/grpc/core_test.proto`, `src/mongo/transport/grpc/core_test_strip_prefix.proto` (17 Oct 2026)source
F20Pandas [Frameworks and libraries] — medium confidence (Found in public code or configuration). e.g. `buildscripts/cost_model/requirements.txt` in mongodb/mongo declares `pandas` (17 Oct 2026)source
F21Tokio [Frameworks and libraries] — medium confidence (Found in public code or configuration). e.g. `src/libmongoac/Cargo.toml` in mongodb/mongo-c-driver declares `tokio` (17 Oct 2026)source
F22FastAPI [Frameworks and libraries] — medium confidence (Named in 3 engineering job postings). e.g. "Software Engineer 3 - Enterprise Architecture" posting: "…teams Knowledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React Experience with model evaluation frameworks, vector databases, or agent…" (28 Sept 2026)source
F23LangChain [Frameworks and libraries] — medium confidence (Named in 3 engineering job postings). e.g. "Software Engineer 3, AI Framework Integrations" posting: "Software Engineer 3, AI Framework Integrations. AI frameworks like LangChain, LlamaIndex, and n8n are quickly becoming the default way developers build with…" (11 Sept 2026)source
F24Next.js [Frameworks and libraries] — medium confidence (Named in 3 engineering job postings). e.g. "Software Engineer 3 - Enterprise Architecture" posting: "…ineers or teams Knowledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React Experience with model evaluation frameworks, vector databases,…" (28 Sept 2026)source
F25Node.js [Frameworks and libraries] — medium confidence (Named in 56 engineering job postings). e.g. "2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…one of the following programming languages: Java, Python, Go, C++, Javascript, Node.js - or a comparable object-oriented programming language. Have a minimum of one s…" (9 Oct 2026)source
F26React [Frameworks and libraries] — medium confidence (Named in 12 engineering job postings). e.g. "Senior Engineer - Enterprise Architecture" posting: "…owledge of any of the following technologies: Tanstack Start, Next.js, FastAPI, React - Experience with model evaluation frameworks, vector databases, or agent orche…" (28 Sept 2026)source
F27Spring Boot [Frameworks and libraries] — medium confidence (Named in 4 engineering job postings). e.g. "Software Engineer 3" posting: "…riggers), and state comparison algorithms with pattern-based exclusions. Strong Spring Boot (or equivalent Java framework), MongoDB (or equivalent), and JDBC/JPA skills re…" (29 Sept 2026)source
F28Prisma [Frameworks and libraries] — low confidence (Single weak signal (jobs)). e.g. "Senior Network Engineer" posting: "…design, deploy, and troubleshoot network and VPN solutions, including Palo Alto Prisma Access at global scale, partner with InfoSec to harden network security, and me…" (4 Sept 2026)source
F29AWS [Cloud platforms] — high confidence (Confirmed by 3 independent sources (code, jobs, dns)). e.g. `cfn-resources/go.mod` in mongodb/mongodbatlas-cloudformation-resources declares `github.com/aws/aws-sdk-go-v2`, `github.com/aws/aws-sdk-go-v2/config`, `github.com/aws/aws-sdk-go-v2/service/cloudformation`, `github.com/aws/aws-sdk-go-v2/service/ec2`, `github.com/aws/aws-sdk-go-v2/service/secretsmanager` (18 Oct 2026)source
F30Google Cloud [Cloud platforms] — high confidence (Confirmed by 3 independent sources (code, jobs, dns)). e.g. `tools/cli/go.mod` in mongodb/openapi declares `cloud.google.com/go` (16 Oct 2026)source
F31Microsoft Azure [Cloud platforms] — medium confidence (Named in 180 engineering job postings). e.g. "2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…ti-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. With offices worldwide and over 67,000 customers, including AI-native startups…" (9 Oct 2026)source
F32Docker [Containers & orchestration] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. mongodb/mongodbatlas-cloudformation-resources contains `.github/actions/atlas-cfn-deploy/Dockerfile`, `Dockerfile.dev` (18 Oct 2026)source
F33Docker Compose [Containers & orchestration] — medium confidence (Found in public code or configuration). e.g. mongodb/mongo-csharp-driver contains `docker-compose.atlas-local.yml`, `docker-compose.yml` (17 Oct 2026)source
F34Serverless Framework [Containers & orchestration] — medium confidence (Found in public code or configuration). e.g. mongodb/mongo contains `buildscripts/resmokeconfig/suites/serverless.yml` (17 Oct 2026)source
F35Argo CD [Containers & orchestration] — medium confidence (Named in 3 engineering job postings). e.g. "Software Engineer 3, Data Pipeline" posting: "…lopment and release lifecycle on Kubernetes clusters using GitOps tools such as Argo CD or Flux Has hands-on experience applying a data-driven approach to debugging an…" (29 Sept 2026)source
F36Helm [Containers & orchestration] — medium confidence (Named in 4 engineering job postings). e.g. "Senior Technical Services Engineer" posting: "…th Terraform, GitHub Actions, CodeBuild, or other CI/CD systems Experience with Helm, operators, container registries, or advanced Kubernetes networking Broad aware…" (6 Oct 2026)source
F37Kubernetes [Containers & orchestration] — medium confidence (Named in 85 engineering job postings). e.g. "Advisory Solutions Architect" posting: "…our skills with partner and complementary technologies such as Apache Kafka and Kubernetes Modern Architecture Design: Design Patterns and Methodologies: Embrace best pra…" (21 Sept 2026)source
F38Istio [Containers & orchestration] — low confidence (Single weak signal (jobs)). e.g. "Senior Site Reliability Engineer" posting: "…ver manual work Bonus points for experience with Kubernetes networking, such as Istio or Cilium, service mesh or edge load balancing in production, secure multi-tena…" (21 Jul 2026)source
F39Nomad [Containers & orchestration] — low confidence (Single weak signal (subdomain)). e.g. Subdomain nomad.devprod.mongodb.com (certificate transparency log) suggests Nomad source
F40CloudFormation [Infrastructure as code] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. mongodb/mongodbatlas-cloudformation-resources contains `cfn-resources/access-list-api-key/template.yml`, `cfn-resources/alert-configuration/template.yml`, `cfn-resources/api-key/template.yml`, `cfn-resources/auditing/template.yml`, `cfn-resources/backup-compliance-policy/template.yml` (18 Oct 2026)source
F41Terraform [Infrastructure as code] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. CI workflow `.github/workflows/autoupdate-preview.yaml` in mongodb/atlas-sdk-go: "…github.com/mongodb/atlas-sdk-go@dev-latest ``` For Terraform provider integration (`AtlasPreview`, dependency updates, and acceptance tests)…" (17 Oct 2026)source
F42Ansible [Infrastructure as code] — medium confidence (Named in 3 engineering job postings). e.g. "Senior Software Engineer (SRE), Infrastructure Security" posting: "…latform infrastructure. Hands-on experience using Terraform, CloudFormation, or Ansible for automated infrastructure provisioning. Demonstrated experience owning infra…" (12 Oct 2026)source
F43Crossplane [Infrastructure as code] — medium confidence (Named in 5 engineering job postings). e.g. "Lead, Platform Engineering" posting: "…ever possible). Some of the tools we use regularly include Go, AWS, Kubernetes, Crossplane, Terraform, Helm, Drone, Prometheus, and Grafana. However, technology is nothin…" (22 Jul 2026)source
F44AWS CDK [Infrastructure as code] — low confidence (Single weak signal (jobs)). e.g. "Senior Software Engineer, Atlas API Experience - Integrations" posting: "…support product features supporting integrations such as AWS Cloud Formation & AWS CDK, Terraform & Vault. You will build our next generation Atlas SDK for an expandi…" (14 Oct 2026)source
F45GitHub Actions [CI/CD & build] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. mongodb/mongodbatlas-cloudformation-resources contains `.github/workflows/cleanup-test-env.yml`, `.github/workflows/code-health.yaml`, `.github/workflows/contract-testing.yaml`, `.github/workflows/e2e-testing.yaml`, `.github/workflows/generate-augmented-sbom.yml` (18 Oct 2026)source
F46Dependabot [CI/CD & build] — medium confidence (Found in public code or configuration). e.g. mongodb/mongodbatlas-cloudformation-resources contains `.github/dependabot.yml` (18 Oct 2026)source
F47pre-commit [CI/CD & build] — medium confidence (Found in public code or configuration). e.g. mongodb/mongo-python-driver contains `.pre-commit-config.yaml` (16 Oct 2026)source
F48Bazel [CI/CD & build] — medium confidence (Found in public code or configuration). e.g. mongodb/mongo contains `.bazelrc`, `.github/BUILD.bazel`, `BUILD.bazel`, `MODULE.bazel`, `bazel/BUILD.bazel` (17 Oct 2026)source
F49Gradle [CI/CD & build] — low confidence (Single weak signal (jobs)). e.g. "Principal Application Engineer" posting: "…JAVA applications Familiarity with tools like Postman, IntelliJ IDEA, and Maven/Gradle Exposure to other languages or technologies like JavaScript, .Net Understanding…" (10 Sept 2026)source
F50Maven [CI/CD & build] — low confidence (Single weak signal (jobs)). e.g. "Principal Application Engineer" posting: "…on of JAVA applications Familiarity with tools like Postman, IntelliJ IDEA, and Maven/Gradle Exposure to other languages or technologies like JavaScript, .Net Unders…" (10 Sept 2026)source
F51OpenTelemetry [Observability] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. `pyproject.toml` in mongodb/mongo declares `opentelemetry-api`, `opentelemetry-sdk`, `opentelemetry-exporter-otlp-proto-grpc`, `opentelemetry-exporter-otlp-proto-common`, `opentelemetry-exporter-otlp-proto-http` (17 Oct 2026)source
F52Grafana [Observability] — high confidence (Confirmed by 2 independent sources (jobs, subdomain)). e.g. "Software Engineer 3" posting: "…(e.g., vLLM, Triton, TGI) Experience with observability stacks like Prometheus, Grafana, or OpenTelemetry Experience shipping software through cloud marketplaces or pa…" (6 Aug 2026)source
F53Prometheus [Observability] — high confidence (Confirmed by 2 independent sources (jobs, subdomain)). e.g. "Software Engineer 3" posting: "…ce: structured logging, metrics, diagnostics, and health checks with tools like Prometheus and OpenTelemetry Debug problems that span model servers, containers, deploymen…" (6 Aug 2026)source
F54Splunk [Observability] — low confidence (Single weak signal (jobs)). e.g. "Cloud Operations Engineer" posting: "…Willingness to work from Wednesday - Sunday or vice versa Nice To Have MongoDB Splunk Kubernetes About MongoDB MongoDB is built for change, empowering our customers…" (23 Sept 2026)source
F55New Relic [Observability] — low confidence (Single weak signal (jobs)). e.g. "Technical Services Engineer" posting: "…toring, backup, and observability tools such as Prometheus, Grafana, Nagios, or New Relic Experience managing large-scale databases Exposure to AI-related technologies s…" (14 Jul 2026)source
F56MongoDB [Data & messaging] — high confidence (Confirmed by 4 independent sources (code, jobs, articles, web)). e.g. `pyproject.toml` in mongodb/mongo declares `mongodb`, `pymongo` (17 Oct 2026)source
F57Kafka [Data & messaging] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. `pyproject.toml` in mongodb/mongo declares `kafka-python` (17 Oct 2026)source
F58MySQL [Data & messaging] — high confidence (Confirmed by 2 independent sources (jobs, articles)). e.g. " Senior Software Engineer, Competitive Benchmarking" posting: "…ning reliable applications at scale Strong hands-on experience with PostgreSQL, MySQL, Aurora, Cassandra, or other competing data platforms Ability to reason about r…" (14 Sept 2026)source
F59PostgreSQL [Data & messaging] — high confidence (Confirmed by 2 independent sources (jobs, articles)). e.g. "Forward Deployed Architect, Industry Solutions" posting: "…rent industries Design MongoDB as a supported platform option alongside Oracle, PostgreSQL, or SQL Server, including persistence abstractions, feature parity, backend-spe…" (15 Sept 2026)source
F60Apache Flink [Data & messaging] — medium confidence (Named in 3 engineering job postings). e.g. "Software Engineer 3, Data Pipeline" posting: "…, Kafka-compatible data streaming platform as the core streaming bus and Apache Flink for real-time transformations and delivery to storage, the platform lives on Ku…" (29 Sept 2026)source
F61Apache Spark [Data & messaging] — medium confidence (Named in 3 engineering job postings). e.g. "Associate Technical Services Engineer II (Tues-Sat Shift)" posting: "…d programming language. Deep understanding of connection pools. Experience with Apache Spark. Experience with authentication systems such as LDAP, Kerberos, AD Experience u…" (13 Oct 2026)source
F62Cassandra [Data & messaging] — low confidence (Single weak signal (jobs)). e.g. " Senior Software Engineer, Competitive Benchmarking" posting: "…pplications at scale Strong hands-on experience with PostgreSQL, MySQL, Aurora, Cassandra, or other competing data platforms Ability to reason about relational and docum…" (14 Sept 2026)source
F63BigQuery [Data & messaging] — low confidence (Single weak signal (jobs)). e.g. "Senior Data Analyst" posting: "…mfortable writing and optimizing queries against large-scale warehouses (Trino, BigQuery, or similar) Working proficiency in Python for data transformation, automation,…" (29 Sept 2026)source
F64dbt [Data & messaging] — low confidence (Single weak signal (jobs)). e.g. "Senior Data Analyst" posting: "…ytics a strong plus) Nice-to-have: exposure to analytics engineering practices (dbt, data modeling, testing frameworks) And most importantly, passionate about usin…" (29 Sept 2026)source
F65Elasticsearch [Data & messaging] — low confidence (Single weak signal (jobs)). e.g. "Senior Solutions Architect (Search Specialist) " posting: "…candidate, you will have 3+ years of search or information retrieval expertise (Elasticsearch, Lucene, Solr, Algolia, Milvus, Qdrant, or similar) 3+ years of software develo…" (2 Oct 2026)source
F66SQLite [Data & messaging] — low confidence (Single weak signal (jobs)). e.g. "Senior Sales Compensation Engineer" posting: "…MS (Oracle, Microsoft SQL Server, MySQL, PostgreSQL, DB2, HyperSQL, Salesforce, SQLite, etc.) Experience with the Xactly product suite or competitive product suites h…" (11 Sept 2026)source
F67Atlassian [SaaS & tooling] — high confidence (Confirmed by 2 independent sources (jobs, dns)). e.g. "Senior InfoSec Analyst" posting: "…or assessing AI-related risk Familiarity with incident management platforms and Jira-based workflows Relevant certifications (GCIH, GCFA, GCIA, CISSP, or similar) B…" (15 Oct 2026)source
F68Google Workspace [SaaS & tooling] — high confidence (Confirmed by 2 independent sources (jobs, dns)). e.g. "Sales Support Associate" posting: "…d process & data segmentation Must have hands on experience on Microsoft Office/G suite and intermediate proficiency in Advanced Excel and Macros Must show process and…" (24 Sept 2026)source
F69Salesforce [SaaS & tooling] — medium confidence (Named in 17 engineering job postings). e.g. "Engineer 3 - Business Systems" posting: "…er 3 - Business Systems. The CRM Technologies team builds, scales, and operates Salesforce-based solutions that power MongoDB’s customer lifecycle, from marketing engagem…" (10 Sept 2026)source
F70Slack [SaaS & tooling] — low confidence (Single weak signal (jobs)). e.g. "Technical Services Engineer" posting: "…ing contacts, establishing escalation paths, setting up communication channels (Slack, recurring review/check-in cadence) Partners Center of Excellence work per onbo…" (9 Oct 2026)source
F71Okta [SaaS & tooling] — low confidence (Single weak signal (jobs)). e.g. "Senior Network Engineer" posting: "…Experience with network authentication technologies such as FoxPass, LDAP, and Okta (SAML) Solid understanding of enterprise network design and cloud networking be…" (4 Sept 2026)source
F72Adobe [SaaS & tooling] — low confidence (Single weak signal (dns)). e.g. TXT verification record for Adobe source
F73Apple Business [SaaS & tooling] — low confidence (Single weak signal (dns)). e.g. TXT verification record for Apple Business source
F74Docker Hub [SaaS & tooling] — low confidence (Single weak signal (dns)). e.g. TXT verification record for Docker Hub source
F75SonarQube [SaaS & tooling] — low confidence (Single weak signal (subdomain)). e.g. Subdomain sonar.ts-tools.staging.corp.mongodb.com (certificate transparency log) suggests SonarQube source
F76Stripe [SaaS & tooling] — low confidence (Single weak signal (dns)). e.g. TXT verification record for Stripe source
F77Microservices [Architecture signals] — high confidence (Confirmed by 2 independent sources (code, jobs)). e.g. mongodb/mongo has separate container definitions in 4+ directories (.devcontainer, bazel/hermetic_container, buildscripts/antithesis/base_images/mongo_binaries, buildscripts/antithesis/base_images/workload) (17 Oct 2026)source
F78Monorepo [Architecture signals] — medium confidence (Found in public code or configuration). e.g. mongodb/openapi contains `tools/go.work` (16 Oct 2026)source
F79Distributed systems [Architecture signals] — medium confidence (Named in 92 engineering job postings). e.g. "Advisory Solutions Architect" posting: "…a professional capacity Experience designing with scalable and highly available distributed systems in the cloud and on-prem Demonstrated ability to work with customers to review…" (21 Sept 2026)source
F80Event-driven architecture [Architecture signals] — medium confidence (Named in 15 engineering job postings). e.g. "Forward Deployed Engineer, Industry Solutions" posting: "…oyed, embedded, resident-engineer, or partner-engineering role Familiarity with event-driven and microservices architectures and technologies such as Kafka, as well as perf…" (16 Sept 2026)source
F81Multi-cloud [Architecture signals] — medium confidence (Named in 180 engineering job postings). e.g. "2027 - Software Engineer Intern, Dublin - 6 Month Internship" posting: "…AI. Our cloud-native platform, MongoDB Atlas, is the only globally distributed, multi-cloud data platform and is available across AWS, Google Cloud, and Microsoft Azure. W…" (9 Oct 2026)source
F82Platform engineering [Architecture signals] — medium confidence (Named in 8 engineering job postings). e.g. "Lead, Platform Engineering" posting: "Lead, Platform Engineering. The Infrastructure Engineering team is responsible for building and maintainin…" (22 Jul 2026)source
F83Serverless architecture [Architecture signals] — medium confidence (Named in 4 engineering job postings). e.g. "Associate Technical Services Engineer II (Tues-Sat Shift)" posting: "…ulti-pathing, and caching Working with real time stream processing using Kafka. Serverless computing services such as AWS Lambda, Azure functions. As this role is technic…" (13 Oct 2026)source
M1GitHub activity Very active; activity score 97/100 (previous snapshot 90). 78 repos pushed in 30 days, 97 in 90 days; 673 commits in 90 days across 5 sampled repos; 341 contributors; 26 releases in 90 days. (18 Oct 2026)source
M2Recently active repository mongodb/mongodbatlas-cloudformation-resources (last push 2026-10-18, 240 commits in 52 weeks) (18 Oct 2026)source
M3Recently active repository mongodb/mongo-csharp-driver (last push 2026-10-17) (17 Oct 2026)source
M4Recently active repository mongodb/atlas-sdk-go (last push 2026-10-17, 187 commits in 52 weeks) (17 Oct 2026)source
R1Release 2.5.6 of mongodb/mongo-c-driver published 2026-10-08 (8 Oct 2026)source
R2Release 1.30.13 of mongodb/mongo-c-driver published 2026-10-08 (8 Oct 2026)source
R3Release v0.0.68 of mongodb/openapi published 2026-10-02 (2 Oct 2026)source
R4Release v20250312026.1.0 of mongodb/atlas-sdk-go published 2026-09-27 (27 Sept 2026)source
R5Release 2.5.5 of mongodb/mongo-c-driver published 2026-09-24 (24 Sept 2026)source
R6Release 1.30.12 of mongodb/mongo-c-driver published 2026-09-24 (24 Sept 2026)source
N1New public repository mongodb/agent-engine-client-libraries created 2026-09-14 (14 Sept 2026)source
N2New public repository mongodb/migration-monitoring-insights created 2026-09-02 (2 Sept 2026)source
N3New public repository mongodb/Afterburner created 2026-09-02 (2 Sept 2026)source
N4New public repository mongodb/fedramp-cpo created 2026-10-07 (7 Oct 2026)source
H1180 open engineering roles of 401 total on greenhouse (previous snapshot: 173). Most-mentioned technologies: AWS (180), Google Cloud (180), Microsoft Azure (180), MongoDB (180), Multi-cloud (180), Python (102), Distributed systems (92), Java (87). source
A1“10 Years of MongoDB Atlas: Built for What’s Next” (engineering blog) (25 Jun 2026)source
A2“Production-Ready Agents Need A Production-Ready Data Platform” (engineering blog) (11 Jun 2026)source
A3“Agentic Supplier Management with MongoDB Atlas, Voyage AI, and Multi-Modal Search” (engineering blog) (3 Jun 2026)source
A4“MongoDB Server Security Update, December 2025” (Hacker News, 109 points) (30 Dec 2025)source
A5“Launch HN: Modelence (YC S25) – App Builder with TypeScript / MongoDB Framework” (Hacker News, 72 points) (3 Feb 2026)source
W1Web research (blog): “The Ground Beneath the Database” — MongoDB detailed the disaggregated storage architecture of Atlas Infinite written in Rust, decoupling stateless compute nodes from multi-tenant shared log, page, and object index services running on cloud object storage. (1 Oct 2026)source
W2Web research (blog): “Accelerating Vector Search with Bulk Scoring” — MongoDB engineers described upstream contributions to Apache Lucene using bulk scoring APIs and CPU instruction-level parallelism to accelerate Atlas Vector Search workloads. (1 May 2026)source
W3Web research (blog): “Towards Model-based Verification of a Key-Value Storage Engine” — MongoDB engineers described using compositional TLA+ formal specifications to automatically generate test cases validating the WiredTiger storage engine against distributed transaction guarantees. (1 Feb 2026)source
W4Web research (blog): “To Lock or Not: MongoDB's Lock-Free B-Tree Unlocks Throughput” — MongoDB detailed the implementation of a lock-free B+tree in the WiredTiger storage engine using hazard pointers for reads and lock-free skip lists for updates. (1 Nov 2025)source
W5Web research (talk): “AI System Design: From Idea to Production” — MongoDB Staff AI Developer Advocate Apoorva Joshi presented system design patterns and production evaluation frameworks using MongoDB and Voyage AI at AI Engineer World's Fair 2026. (1 Jun 2026)source
