{"company":{"id":3800265,"name":"UPAMP Business Solutions","domain":"upampsolutions.co.in","url":"https://alion.io/company/upamp-business-solutions"},"answer":"UPAMP Business Solutions builds mostly with Python, SQL, JavaScript, Java. Its stack also includes AWS, Airflow, Hadoop, FastAPI. Python is named in 8 of the 13 job postings UPAMP Business Solutions published in the last 12 months (62%). Counted by Alion from the job postings of UPAMP Business Solutions, updated Oct 20, 2026.","window_days":365,"postings_analysed":13,"open_postings":9,"technologies_in_use":54,"modernity_score":79,"ai_adoption":true,"technologies":[{"name":"AWS","layer":"cloud","postings":8,"share":0.6154,"required":6,"open_postings":7,"first_seen":"2026-08-02","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":8,"share":0.6154,"required":5,"open_postings":7,"first_seen":"2026-08-26","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":7,"share":0.5385,"required":6,"open_postings":6,"first_seen":"2026-08-02","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":6,"share":0.4615,"required":6,"open_postings":5,"first_seen":"2026-09-03","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":5,"share":0.3846,"required":5,"open_postings":3,"first_seen":"2026-09-03","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":4,"share":0.3077,"required":2,"open_postings":3,"first_seen":"2026-09-17","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":4,"share":0.3077,"required":0,"open_postings":4,"first_seen":"2026-08-02","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":3,"share":0.2308,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-08-02","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":3,"share":0.2308,"required":1,"open_postings":3,"first_seen":"2026-09-03","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":3,"share":0.2308,"required":1,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.1538,"required":1,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Locust","layer":"tools","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"TestNG","layer":"frameworks","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Aerospike","layer":"data","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0769,"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":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"React Native","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-02","last_seen":"2026-08-02","median_stated_pay_usd":null},{"name":"AWS Step Functions","layer":"cloud","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0769,"required":0,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-08-02","last_seen":"2026-08-02","median_stated_pay_usd":null},{"name":"Superset","layer":"cloud","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"J5 Consulting","url":"https://alion.io/company/j5-consulting/technologies","shared_technologies":46},{"name":"Shyftlabs","url":"https://alion.io/company/shyftlabs/technologies","shared_technologies":45},{"name":"Devsu","url":"https://alion.io/company/devsu/technologies","shared_technologies":46},{"name":"Iris Software","url":"https://alion.io/company/iris-software/technologies","shared_technologies":46},{"name":"NEC","url":"https://alion.io/company/nec/technologies","shared_technologies":45},{"name":"Palo IT","url":"https://alion.io/company/palo-it/technologies","shared_technologies":46},{"name":"NEC Software Solutions","url":"https://alion.io/company/necsws/technologies","shared_technologies":44},{"name":"Robots & Pencils","url":"https://alion.io/company/robots-and-pencils/technologies","shared_technologies":45}],"html_url":"https://alion.io/company/upamp-business-solutions/technologies","json_url":"https://alion.io/company/upamp-business-solutions/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-20T14:39:52Z","generated_at":"2026-10-20T21:47:08Z"}}