{"company":{"id":44588,"name":"Ipsos","domain":"ipsos.com","url":"https://alion.io/company/ipsos"},"answer":"Ipsos builds mostly with Python, SPSS, SQL, Bash. Its stack also includes GCP, AWS, BigQuery, Google BigQuery. Python is named in 12 of the 22 job postings Ipsos published in the last 12 months (55%). Counted by Alion from the job postings of Ipsos, updated Sep 30, 2026.","window_days":365,"postings_analysed":22,"open_postings":19,"technologies_in_use":41,"modernity_score":73,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":12,"share":0.5455,"required":12,"open_postings":11,"first_seen":"2024-01-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":9,"share":0.4091,"required":8,"open_postings":8,"first_seen":"2026-01-09","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":8,"share":0.3636,"required":8,"open_postings":8,"first_seen":"2024-01-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":7,"share":0.3182,"required":7,"open_postings":5,"first_seen":"2026-01-09","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":6,"share":0.2727,"required":6,"open_postings":6,"first_seen":"2026-06-05","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":5,"share":0.2273,"required":5,"open_postings":5,"first_seen":"2026-06-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":4,"share":0.1818,"required":4,"open_postings":4,"first_seen":"2026-06-05","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":3,"share":0.1364,"required":3,"open_postings":3,"first_seen":"2026-06-30","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":3,"share":0.1364,"required":3,"open_postings":3,"first_seen":"2026-05-26","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":3,"share":0.1364,"required":3,"open_postings":3,"first_seen":"2026-06-05","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.1364,"required":2,"open_postings":3,"first_seen":"2024-01-10","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":2,"share":0.0909,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":2,"share":0.0909,"required":2,"open_postings":2,"first_seen":"2026-06-30","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":2,"share":0.0909,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.0909,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Argo Workflows","layer":"tools","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"CAPA","layer":"tools","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-03-30","last_seen":"2026-03-30","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"PostGIS","layer":"frameworks","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-03-30","last_seen":"2026-03-30","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-03-30","last_seen":"2026-03-30","median_stated_pay_usd":null},{"name":"QGIS","layer":"tools","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-03-30","last_seen":"2026-03-30","median_stated_pay_usd":null},{"name":"Stata","layer":"languages","postings":1,"share":0.0455,"required":1,"open_postings":0,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.0455,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.0455,"required":0,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.0455,"required":0,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":1,"share":0.0455,"required":0,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":1,"share":0.0455,"required":0,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":1,"share":0.0455,"required":0,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"BigQuery","first_seen":"2026-09-11"},{"name":"Google BigQuery","first_seen":"2026-09-11"},{"name":"LLM","first_seen":"2026-09-11"},{"name":"CI/CD","first_seen":"2026-06-30"},{"name":"ETL/ELT","first_seen":"2026-06-30"},{"name":"GCP","first_seen":"2026-06-05"},{"name":"AWS","first_seen":"2026-06-05"},{"name":"Terraform","first_seen":"2026-06-05"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Arcadis","url":"https://alion.io/company/arcadis/technologies","shared_technologies":34},{"name":"Tapestry","url":"https://alion.io/company/tapestry/technologies","shared_technologies":31},{"name":"Hyland Software","url":"https://alion.io/company/hyland-software/technologies","shared_technologies":35},{"name":"Moderna Inc.","url":"https://alion.io/company/modernatx/technologies","shared_technologies":33},{"name":"STILL","url":"https://alion.io/company/still-gr/technologies","shared_technologies":32},{"name":"Chenega","url":"https://alion.io/company/chenega/technologies","shared_technologies":32},{"name":"Clarity Innovations","url":"https://alion.io/company/clarityinnovates/technologies","shared_technologies":31},{"name":"Riveron","url":"https://alion.io/company/riveron/technologies","shared_technologies":31}],"html_url":"https://alion.io/company/ipsos/technologies","json_url":"https://alion.io/company/ipsos/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-30T02:40:01Z","generated_at":"2026-09-30T05:29:20Z"}}