{"company":{"id":3313,"name":"Apeiro","domain":"apeiro.digital","url":"https://alion.io/company/apeiro"},"answer":"Apeiro builds mostly with SQL, Python, TypeScript, JavaScript. Its stack also includes ClickHouse, Google BigQuery, NumPy, Pandas. SQL is named in 5 of the 8 job postings Apeiro published in the last 12 months (63%). Counted by Alion from the job postings of Apeiro, updated Oct 29, 2026.","window_days":365,"postings_analysed":8,"open_postings":7,"technologies_in_use":63,"modernity_score":74,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":5,"share":0.625,"required":5,"open_postings":4,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"ClickHouse","layer":"data","postings":4,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":4,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":4,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":4,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":4,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":4,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":4,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"FHIR","layer":"tools","postings":4,"share":0.5,"required":2,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"DuckDB","layer":"data","postings":3,"share":0.375,"required":3,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":3,"share":0.375,"required":3,"open_postings":3,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":3,"share":0.375,"required":3,"open_postings":3,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":3,"share":0.375,"required":1,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.25,"required":2,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-10-21","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.25,"required":2,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Nest.JS","layer":"frameworks","postings":2,"share":0.25,"required":2,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.25,"required":2,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-10-21","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":2,"share":0.25,"required":2,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":2,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":2,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Time Series","layer":"practices","postings":2,"share":0.25,"required":0,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Alertmanager","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":1,"share":0.125,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":1,"share":0.125,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Blue-Green Deployment","layer":"practices","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.125,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.125,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"HL7","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-10-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Jaeger","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-10-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Loki","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Nginx","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"OpenStack","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-10-21","last_seen":"2026-10-21","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"SQLAlchemy","layer":"frameworks","postings":1,"share":0.125,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Sealed Secrets","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Traefik","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Trivy","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"cert-manager","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"kube-bench","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"kube-hunter","layer":"tools","postings":1,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.125,"required":0,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"LangChain","first_seen":"2026-10-22"},{"name":"LlamaIndex","first_seen":"2026-10-22"},{"name":"Time Series","first_seen":"2026-10-22"},{"name":"NLP","first_seen":"2026-10-22"},{"name":"RAG","first_seen":"2026-10-22"},{"name":"LLM","first_seen":"2026-10-22"},{"name":"Nest.JS","first_seen":"2026-10-22"},{"name":"TypeScript","first_seen":"2026-10-22"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Magnet HR Tech Digital","url":"https://alion.io/company/magnet-hr-tech-digital/technologies","shared_technologies":43},{"name":"Alpaca","url":"https://alion.io/company/alpaca/technologies","shared_technologies":34},{"name":"Schwarz Group","url":"https://alion.io/company/jobs-schwarz/technologies","shared_technologies":36},{"name":"NPCI","url":"https://alion.io/company/npci/technologies","shared_technologies":38},{"name":"CompuGroup Medical","url":"https://alion.io/company/compugroup-medical/technologies","shared_technologies":37},{"name":"Usetech","url":"https://alion.io/company/usetech/technologies","shared_technologies":39},{"name":"Electronic Moscow","url":"https://alion.io/company/emoskva/technologies","shared_technologies":36},{"name":"Workday","url":"https://alion.io/company/myworkdayjobs-impl/technologies","shared_technologies":35}],"html_url":"https://alion.io/company/apeiro/technologies","json_url":"https://alion.io/company/apeiro/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-29T00:50:31Z","generated_at":"2026-10-29T11:41:23Z"}}