{"company":{"id":678978,"name":"OpenTeams","domain":"openteams.com","url":"https://alion.io/company/openteams"},"answer":"OpenTeams builds mostly with Python, SQL, JavaScript, Bash. Its stack also includes PyTorch, NumPy, AWS, Kubernetes. NumPy is named in 13 of the 13 job postings OpenTeams published in the last 12 months (100%). Counted by Alion from the job postings of OpenTeams, updated Sep 28, 2026.","window_days":365,"postings_analysed":13,"open_postings":7,"technologies_in_use":68,"modernity_score":75,"ai_adoption":true,"technologies":[{"name":"PyTorch","layer":"frameworks","postings":13,"share":1,"required":3,"open_postings":7,"first_seen":"2025-12-23","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"NumPy","layer":"frameworks","postings":13,"share":1,"required":1,"open_postings":7,"first_seen":"2025-12-23","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"SciPy","layer":"frameworks","postings":13,"share":1,"required":0,"open_postings":7,"first_seen":"2025-12-23","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"Python","layer":"languages","postings":11,"share":0.8462,"required":11,"open_postings":7,"first_seen":"2025-12-23","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"Travis CI","layer":"tools","postings":9,"share":0.6923,"required":0,"open_postings":5,"first_seen":"2026-06-02","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"AWS","layer":"cloud","postings":6,"share":0.4615,"required":6,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"Kubernetes","layer":"cloud","postings":6,"share":0.4615,"required":6,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"CI/CD","layer":"practices","postings":6,"share":0.4615,"required":4,"open_postings":4,"first_seen":"2026-06-02","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"Machine Learning","layer":"practices","postings":6,"share":0.4615,"required":4,"open_postings":3,"first_seen":"2025-12-23","last_seen":"2026-09-05","median_stated_pay_usd":250000},{"name":"Helm","layer":"tools","postings":5,"share":0.3846,"required":5,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"Terraform","layer":"tools","postings":5,"share":0.3846,"required":4,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-24","median_stated_pay_usd":250000},{"name":"GCP","layer":"cloud","postings":4,"share":0.3077,"required":3,"open_postings":3,"first_seen":"2026-06-30","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":4,"share":0.3077,"required":3,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.2308,"required":3,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":3,"share":0.2308,"required":2,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":3,"share":0.2308,"required":2,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":3,"share":0.2308,"required":2,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"OpenTofu","layer":"tools","postings":3,"share":0.2308,"required":2,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":3,"share":0.2308,"required":2,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":3,"share":0.2308,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.2308,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2025-12-23","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"SRE","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":2,"share":0.1538,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.1538,"required":1,"open_postings":2,"first_seen":"2026-09-05","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.1538,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"KServe","layer":"tools","postings":2,"share":0.1538,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":2,"share":0.1538,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Astro","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"CMake","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-23","last_seen":"2025-12-23","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-23","last_seen":"2025-12-23","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Meson","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-23","last_seen":"2025-12-23","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-23","last_seen":"2025-12-23","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Setuptools","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Svelte","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Cython","layer":"languages","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2025-12-23","last_seen":"2025-12-23","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"kubectl","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"SQL","first_seen":"2026-09-05"},{"name":"Azure","first_seen":"2026-09-01"},{"name":"GitOps","first_seen":"2026-09-01"},{"name":"OpenTofu","first_seen":"2026-09-01"},{"name":"Pulumi","first_seen":"2026-09-01"},{"name":"ArgoCD","first_seen":"2026-09-01"},{"name":"IAM","first_seen":"2026-09-01"},{"name":"KServe","first_seen":"2026-09-01"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Clarity Innovations","url":"https://alion.io/company/clarityinnovates/technologies","shared_technologies":45},{"name":"Tower Research Capital","url":"https://alion.io/company/tower-research-capital/technologies","shared_technologies":45},{"name":"ICEYE","url":"https://alion.io/company/iceyefi/technologies","shared_technologies":44},{"name":"Graphcore","url":"https://alion.io/company/graphcore/technologies","shared_technologies":49},{"name":"Mirantis","url":"https://alion.io/company/mirantis/technologies","shared_technologies":50},{"name":"Fireworks AI","url":"https://alion.io/company/fireworks/technologies","shared_technologies":46},{"name":"Symbotic","url":"https://alion.io/company/symbotic/technologies","shared_technologies":44},{"name":"Red Hat","url":"https://alion.io/company/red-hat-developer/technologies","shared_technologies":54}],"html_url":"https://alion.io/company/openteams/technologies","json_url":"https://alion.io/company/openteams/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T13:52:36Z","generated_at":"2026-09-28T22:44:13Z"}}