{"company":{"id":450346,"name":"Abound","domain":"getabound.com","url":"https://alion.io/company/abound-4"},"answer":"Abound builds mostly with Python, SQL, Java, JavaScript. Its stack also includes AWS, GCP, PostgreSQL, MySQL. Python is named in 13 of the 17 job postings Abound published in the last 12 months (76%). Counted by Alion from the job postings of Abound, updated Sep 26, 2026.","window_days":365,"postings_analysed":17,"open_postings":11,"technologies_in_use":66,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":13,"share":0.7647,"required":11,"open_postings":7,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":9,"share":0.5294,"required":7,"open_postings":7,"first_seen":"2026-04-14","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":6,"share":0.3529,"required":6,"open_postings":4,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":6,"share":0.3529,"required":4,"open_postings":4,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":5,"share":0.2941,"required":5,"open_postings":2,"first_seen":"2026-05-01","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":4,"share":0.2353,"required":4,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.2353,"required":3,"open_postings":3,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":4,"share":0.2353,"required":3,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":4,"share":0.2353,"required":2,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":4,"share":0.2353,"required":2,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":4,"share":0.2353,"required":1,"open_postings":3,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":3,"share":0.1765,"required":3,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":3,"share":0.1765,"required":3,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":3,"share":0.1765,"required":3,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.1765,"required":3,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":3,"share":0.1765,"required":3,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":3,"share":0.1765,"required":3,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":3,"share":0.1765,"required":1,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Liquibase","layer":"tools","postings":3,"share":0.1765,"required":0,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":3,"share":0.1765,"required":0,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SQLAlchemy","layer":"frameworks","postings":3,"share":0.1765,"required":0,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-14","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-08-21","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-05-01","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.1176,"required":1,"open_postings":2,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.1176,"required":1,"open_postings":0,"first_seen":"2026-04-14","last_seen":"2026-05-14","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":2,"share":0.1176,"required":1,"open_postings":0,"first_seen":"2026-04-14","last_seen":"2026-05-14","median_stated_pay_usd":null},{"name":"AWS Fargate","layer":"cloud","postings":2,"share":0.1176,"required":0,"open_postings":2,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":2,"share":0.1176,"required":0,"open_postings":2,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Amazon Aurora","layer":"data","postings":2,"share":0.1176,"required":0,"open_postings":2,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":2,"share":0.1176,"required":0,"open_postings":2,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Uvicorn","layer":"tools","postings":2,"share":0.1176,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Pydantic","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-05-14","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Tailwind CSS","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-05-14","last_seen":"2026-05-14","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.0588,"required":0,"open_postings":0,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"SLI/SLO/SLA","first_seen":"2026-08-21"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"CreateFuture","url":"https://alion.io/company/createfuture/technologies","shared_technologies":50},{"name":"Shyftlabs","url":"https://alion.io/company/shyftlabs/technologies","shared_technologies":50},{"name":"Opsguru","url":"https://alion.io/company/opsguru/technologies","shared_technologies":49},{"name":"Alongside","url":"https://alion.io/company/alongside/technologies","shared_technologies":50},{"name":"Travelers","url":"https://alion.io/company/travelers/technologies","shared_technologies":50},{"name":"Natera","url":"https://alion.io/company/natera/technologies","shared_technologies":55},{"name":"Robots & Pencils","url":"https://alion.io/company/robots-and-pencils/technologies","shared_technologies":54},{"name":"Xtremax","url":"https://alion.io/company/xtremax-pte-ltd/technologies","shared_technologies":54}],"html_url":"https://alion.io/company/abound-4/technologies","json_url":"https://alion.io/company/abound-4/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-26T21:07:59Z","generated_at":"2026-09-27T06:10:25Z"}}