{"company":{"id":6855,"name":"Best Egg","domain":"bestegg.com","url":"https://alion.io/company/best-egg"},"answer":"Best Egg builds mostly with Python, SQL, Java, Bash. Its stack also includes AWS, Datadog, Snowflake, Amazon DocumentDB. Python is named in 9 of the 16 job postings Best Egg published in the last 12 months (56%). Counted by Alion from the job postings of Best Egg, updated Oct 16, 2026.","window_days":365,"postings_analysed":16,"open_postings":11,"technologies_in_use":38,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":9,"share":0.5625,"required":8,"open_postings":4,"first_seen":"2026-04-08","last_seen":"2026-09-03","median_stated_pay_usd":140000},{"name":"SQL","layer":"languages","postings":9,"share":0.5625,"required":8,"open_postings":6,"first_seen":"2026-04-08","last_seen":"2026-10-01","median_stated_pay_usd":135000},{"name":"CI/CD","layer":"practices","postings":4,"share":0.25,"required":3,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":3,"share":0.1875,"required":3,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.125,"required":1,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":2,"share":0.125,"required":1,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":2,"share":0.125,"required":1,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.125,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Puppet","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0625,"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":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0625,"required":0,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Amazon DocumentDB","layer":"data","postings":1,"share":0.0625,"required":0,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0625,"required":0,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0625,"required":0,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.0625,"required":0,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0625,"required":0,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":1,"share":0.0625,"required":0,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0625,"required":0,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"IAM","first_seen":"2026-08-31"},{"name":"Docker","first_seen":"2026-08-17"},{"name":"Java","first_seen":"2026-08-17"},{"name":"Kubernetes","first_seen":"2026-08-17"},{"name":"ChatGPT","first_seen":"2026-08-13"},{"name":"CI/CD","first_seen":"2026-07-14"},{"name":"AWS","first_seen":"2026-07-14"},{"name":"Datadog","first_seen":"2026-07-14"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Tapestry","url":"https://alion.io/company/tapestry/technologies","shared_technologies":31},{"name":"Capital Group","url":"https://alion.io/company/capital-group/technologies","shared_technologies":32},{"name":"Shyftlabs","url":"https://alion.io/company/shyftlabs/technologies","shared_technologies":33},{"name":"Tria Federal","url":"https://alion.io/company/tria-federal-tria/technologies","shared_technologies":33},{"name":"Charter Communications","url":"https://alion.io/company/charter-com/technologies","shared_technologies":30},{"name":"LiveRamp","url":"https://alion.io/company/liveramp/technologies","shared_technologies":30},{"name":"Presidio","url":"https://alion.io/company/presidio/technologies","shared_technologies":32},{"name":"Bayer","url":"https://alion.io/company/bayer-7/technologies","shared_technologies":33}],"html_url":"https://alion.io/company/best-egg/technologies","json_url":"https://alion.io/company/best-egg/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-16T01:09:28Z","generated_at":"2026-10-16T11:25:06Z"}}