{"company":{"id":48102,"name":"Komodo Health","domain":"komodohealth.com","url":"https://alion.io/company/komodo-health"},"answer":"Komodo Health builds mostly with Python, SQL, Go, C++. Its stack also includes AWS, Snowflake, Spark, Delta Lake. Python is named in 17 of the 30 job postings Komodo Health published in the last 12 months (57%). Counted by Alion from the job postings of Komodo Health, updated Oct 18, 2026.","window_days":365,"postings_analysed":30,"open_postings":13,"technologies_in_use":88,"modernity_score":86,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":17,"share":0.5667,"required":14,"open_postings":6,"first_seen":"2026-04-16","last_seen":"2026-10-02","median_stated_pay_usd":230000},{"name":"Claude","layer":"ai","postings":16,"share":0.5333,"required":16,"open_postings":6,"first_seen":"2024-02-15","last_seen":"2026-10-02","median_stated_pay_usd":230000},{"name":"AWS","layer":"cloud","postings":15,"share":0.5,"required":13,"open_postings":7,"first_seen":"2026-04-30","last_seen":"2026-09-24","median_stated_pay_usd":230000},{"name":"SQL","layer":"languages","postings":13,"share":0.4333,"required":12,"open_postings":5,"first_seen":"2025-02-21","last_seen":"2026-10-02","median_stated_pay_usd":226000},{"name":"Cursor","layer":"tools","postings":12,"share":0.4,"required":11,"open_postings":6,"first_seen":"2024-02-15","last_seen":"2026-10-02","median_stated_pay_usd":232000},{"name":"CI/CD","layer":"practices","postings":10,"share":0.3333,"required":10,"open_postings":5,"first_seen":"2026-04-16","last_seen":"2026-10-02","median_stated_pay_usd":230000},{"name":"Snowflake","layer":"data","postings":10,"share":0.3333,"required":8,"open_postings":5,"first_seen":"2026-05-11","last_seen":"2026-10-02","median_stated_pay_usd":242500},{"name":"Agentic Workflows","layer":"practices","postings":10,"share":0.3333,"required":1,"open_postings":4,"first_seen":"2024-02-15","last_seen":"2026-10-05","median_stated_pay_usd":230000},{"name":"ChatGPT","layer":"ai","postings":9,"share":0.3,"required":8,"open_postings":5,"first_seen":"2025-01-22","last_seen":"2026-10-02","median_stated_pay_usd":247500},{"name":"Spark","layer":"cloud","postings":8,"share":0.2667,"required":8,"open_postings":4,"first_seen":"2026-04-16","last_seen":"2026-10-02","median_stated_pay_usd":230000},{"name":"Terraform","layer":"tools","postings":8,"share":0.2667,"required":8,"open_postings":2,"first_seen":"2026-05-11","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":8,"share":0.2667,"required":7,"open_postings":2,"first_seen":"2026-05-13","last_seen":"2026-10-02","median_stated_pay_usd":222000},{"name":"Copilot","layer":"tools","postings":7,"share":0.2333,"required":7,"open_postings":3,"first_seen":"2026-03-18","last_seen":"2026-09-18","median_stated_pay_usd":195000},{"name":"IAM","layer":"practices","postings":7,"share":0.2333,"required":7,"open_postings":1,"first_seen":"2026-05-14","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":5,"share":0.1667,"required":5,"open_postings":3,"first_seen":"2026-05-11","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":5,"share":0.1667,"required":5,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":4,"share":0.1333,"required":4,"open_postings":2,"first_seen":"2026-05-11","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Perplexity","layer":"cloud","postings":4,"share":0.1333,"required":4,"open_postings":2,"first_seen":"2026-03-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-11","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":3,"share":0.1,"required":3,"open_postings":3,"first_seen":"2025-01-22","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":3,"share":0.1,"required":3,"open_postings":0,"first_seen":"2026-05-29","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":3,"share":0.1,"required":3,"open_postings":2,"first_seen":"2026-04-30","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Midjourney","layer":"ai","postings":3,"share":0.1,"required":3,"open_postings":2,"first_seen":"2026-03-18","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.1,"required":3,"open_postings":2,"first_seen":"2026-04-30","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Runway","layer":"cloud","postings":3,"share":0.1,"required":3,"open_postings":2,"first_seen":"2026-03-18","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":3,"share":0.1,"required":1,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"AWS Strands Agents","layer":"frameworks","postings":2,"share":0.0667,"required":2,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":2,"share":0.0667,"required":2,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"CircleCI","layer":"tools","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2024-11-04","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":2,"share":0.0667,"required":2,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":2,"share":0.0667,"required":2,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":2,"share":0.0667,"required":2,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":2,"share":0.0667,"required":1,"open_postings":2,"first_seen":"2026-04-30","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.0667,"required":1,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.0667,"required":1,"open_postings":2,"first_seen":"2026-04-30","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":2,"share":0.0667,"required":0,"open_postings":2,"first_seen":"2026-05-13","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Braintrust","layer":"tools","postings":2,"share":0.0667,"required":0,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":2,"share":0.0667,"required":0,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Ragas","layer":"frameworks","postings":2,"share":0.0667,"required":0,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-06-09","last_seen":"2026-06-09","median_stated_pay_usd":null},{"name":"Amazon EventBridge","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"BeyondTrust","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"ClickHouse","layer":"data","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"CumulusCI","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"CyberArk","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"DuckDB","layer":"data","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Envoy","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Erlang","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Langflow","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-06-09","last_seen":"2026-06-09","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-05-29","last_seen":"2026-05-29","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"Trino","layer":"data","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"Auth0","layer":"cloud","postings":1,"share":0.0333,"required":0,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.0333,"required":0,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0333,"required":0,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-04-30","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.0333,"required":0,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.0333,"required":0,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0333,"required":0,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0333,"required":0,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Windows","first_seen":"2026-08-10"},{"name":"Okta","first_seen":"2026-07-22"},{"name":"Azure","first_seen":"2026-06-12"},{"name":"AWS Bedrock","first_seen":"2026-05-29"},{"name":"ArgoCD","first_seen":"2026-05-29"},{"name":"FinOps","first_seen":"2026-05-29"},{"name":"GitHub","first_seen":"2026-05-29"},{"name":"GitOps","first_seen":"2026-05-29"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Travelers","url":"https://alion.io/company/travelers/technologies","shared_technologies":62},{"name":"Code Europe","url":"https://alion.io/company/codeeurope/technologies","shared_technologies":60},{"name":"Twilio","url":"https://alion.io/company/twilio/technologies","shared_technologies":70},{"name":"Netskope","url":"https://alion.io/company/netskope/technologies","shared_technologies":64},{"name":"Zeta Global","url":"https://alion.io/company/zeta-global/technologies","shared_technologies":63},{"name":"IDEXX Laboratories","url":"https://alion.io/company/idexx-laboratories/technologies","shared_technologies":61},{"name":"Omnicom","url":"https://alion.io/company/omnicom/technologies","shared_technologies":63},{"name":"Proofpoint","url":"https://alion.io/company/proofpoint/technologies","shared_technologies":64}],"html_url":"https://alion.io/company/komodo-health/technologies","json_url":"https://alion.io/company/komodo-health/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-18T14:58:22Z","generated_at":"2026-10-18T18:07:02Z"}}