{"company":{"id":679184,"name":"Impiricus","domain":"impiricus.com","url":"https://alion.io/company/impiricus"},"answer":"Impiricus builds mostly with SQL, Python, JavaScript, Go. Its stack also includes AWS, Amazon EC2, PostgreSQL, Snowflake. SQL is named in 8 of the 16 job postings Impiricus published in the last 12 months (50%). Counted by Alion from the job postings of Impiricus, updated Oct 6, 2026.","window_days":365,"postings_analysed":16,"open_postings":15,"technologies_in_use":48,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":8,"share":0.5,"required":6,"open_postings":7,"first_seen":"2026-07-10","last_seen":"2026-10-01","median_stated_pay_usd":140000},{"name":"AI Agents","layer":"practices","postings":7,"share":0.4375,"required":5,"open_postings":7,"first_seen":"2026-05-22","last_seen":"2026-10-02","median_stated_pay_usd":200000},{"name":"Python","layer":"languages","postings":5,"share":0.3125,"required":4,"open_postings":5,"first_seen":"2026-09-18","last_seen":"2026-10-01","median_stated_pay_usd":140000},{"name":"CI/CD","layer":"practices","postings":4,"share":0.25,"required":4,"open_postings":4,"first_seen":"2026-09-18","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.1875,"required":3,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":3,"share":0.1875,"required":3,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"AWS Fargate","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Braintrust","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":1,"share":0.0625,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":1,"share":0.0625,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0625,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.0625,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"JavaScript","first_seen":"2026-09-24"},{"name":"LLM Guardrails","first_seen":"2026-09-21"},{"name":"Python","first_seen":"2026-09-18"},{"name":"CI/CD","first_seen":"2026-09-18"},{"name":"GitHub Actions","first_seen":"2026-09-18"},{"name":"LLM","first_seen":"2026-09-18"},{"name":"RAG","first_seen":"2026-09-18"},{"name":"AWS","first_seen":"2026-09-18"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"ABC Fitness","url":"https://alion.io/company/abcfitness/technologies","shared_technologies":41},{"name":"Safe Security","url":"https://alion.io/company/safe-security/technologies","shared_technologies":40},{"name":"Ebury","url":"https://alion.io/company/ebury/technologies","shared_technologies":40},{"name":"ClickUp","url":"https://alion.io/company/clickup/technologies","shared_technologies":38},{"name":"Shyftlabs","url":"https://alion.io/company/shyftlabs/technologies","shared_technologies":40},{"name":"Mitratech","url":"https://alion.io/company/mitratech/technologies","shared_technologies":40},{"name":"Veeva Systems","url":"https://alion.io/company/veeva-systems/technologies","shared_technologies":42},{"name":"Cornerstone OnDemand","url":"https://alion.io/company/cornerstone-ondemand/technologies","shared_technologies":38}],"html_url":"https://alion.io/company/impiricus/technologies","json_url":"https://alion.io/company/impiricus/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-06T02:37:33Z","generated_at":"2026-10-06T08:06:51Z"}}