{"company":{"id":176697,"name":"Instrumental","domain":"instrumental.com","url":"https://alion.io/company/instrumental-3"},"answer":"Instrumental builds mostly with Python, Go. Its stack also includes AWS, Kubernetes. Python is named in 2 of the 9 job postings Instrumental published in the last 12 months (22%). Counted by Alion from the job postings of Instrumental, updated Oct 14, 2026.","window_days":365,"postings_analysed":9,"open_postings":8,"technologies_in_use":20,"modernity_score":73,"ai_adoption":false,"technologies":[{"name":"SolidWorks","layer":"tools","postings":5,"share":0.5556,"required":5,"open_postings":4,"first_seen":"2026-02-12","last_seen":"2026-10-09","median_stated_pay_usd":240000},{"name":"AWS","layer":"cloud","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-03-10","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.1111,"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":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.1111,"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":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-03-10","last_seen":"2026-03-10","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.1111,"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":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.1111,"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":[{"name":"AWS","first_seen":"2026-07-29"},{"name":"Kubernetes","first_seen":"2026-07-29"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"NEVARIS","url":"https://alion.io/company/nevaris/technologies","shared_technologies":21},{"name":"Bloom Energy","url":"https://alion.io/company/bloom-energy/technologies","shared_technologies":21},{"name":"LG Ad Solutions","url":"https://alion.io/company/lg-ad-solutions/technologies","shared_technologies":20},{"name":"Adidas","url":"https://alion.io/company/adidas/technologies","shared_technologies":23},{"name":"Megazone Cloud","url":"https://alion.io/company/megazone-cloud/technologies","shared_technologies":20},{"name":"Rehire","url":"https://alion.io/company/rehire/technologies","shared_technologies":20},{"name":"Arista Networks","url":"https://alion.io/company/arista-networks/technologies","shared_technologies":22},{"name":"ClickUp","url":"https://alion.io/company/clickup/technologies","shared_technologies":20}],"html_url":"https://alion.io/company/instrumental-3/technologies","json_url":"https://alion.io/company/instrumental-3/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-14T07:54:13Z","generated_at":"2026-10-14T14:13:41Z"}}