{"company":{"id":15014,"name":"GitLab","domain":"gitlab.com","url":"https://alion.io/company/gitlab"},"answer":"GitLab builds mostly with Ruby, Go, Python, TypeScript. Its stack also includes Kubernetes, PostgreSQL, Ruby on Rails, GCP. Ruby is named in 97 of the 314 job postings GitLab published in the last 12 months (31%). Counted by Alion from the job postings of GitLab, updated Sep 27, 2026.","window_days":365,"postings_analysed":314,"open_postings":197,"technologies_in_use":140,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"Ruby","layer":"languages","postings":97,"share":0.3089,"required":70,"open_postings":64,"first_seen":"2026-03-09","last_seen":"2026-09-24","median_stated_pay_usd":235200},{"name":"AI Agents","layer":"practices","postings":83,"share":0.2643,"required":81,"open_postings":56,"first_seen":"2026-03-09","last_seen":"2026-09-25","median_stated_pay_usd":238000},{"name":"Go","layer":"languages","postings":64,"share":0.2038,"required":62,"open_postings":40,"first_seen":"2026-03-12","last_seen":"2026-09-24","median_stated_pay_usd":255600},{"name":"Kubernetes","layer":"cloud","postings":63,"share":0.2006,"required":56,"open_postings":37,"first_seen":"2026-03-12","last_seen":"2026-09-24","median_stated_pay_usd":235200},{"name":"Git","layer":"tools","postings":59,"share":0.1879,"required":50,"open_postings":43,"first_seen":"2026-03-19","last_seen":"2026-09-24","median_stated_pay_usd":213600},{"name":"Ruby on Rails","layer":"frameworks","postings":55,"share":0.1752,"required":52,"open_postings":33,"first_seen":"2026-03-09","last_seen":"2026-09-09","median_stated_pay_usd":235200},{"name":"PostgreSQL","layer":"data","postings":55,"share":0.1752,"required":47,"open_postings":31,"first_seen":"2026-03-09","last_seen":"2026-09-24","median_stated_pay_usd":247200},{"name":"Python","layer":"languages","postings":54,"share":0.172,"required":50,"open_postings":37,"first_seen":"2026-03-12","last_seen":"2026-09-23","median_stated_pay_usd":235200},{"name":"GCP","layer":"cloud","postings":35,"share":0.1115,"required":34,"open_postings":21,"first_seen":"2026-04-27","last_seen":"2026-09-24","median_stated_pay_usd":235200},{"name":"AWS","layer":"cloud","postings":30,"share":0.0955,"required":28,"open_postings":18,"first_seen":"2026-04-27","last_seen":"2026-09-18","median_stated_pay_usd":224400},{"name":"GraphQL","layer":"tools","postings":25,"share":0.0796,"required":24,"open_postings":20,"first_seen":"2026-04-10","last_seen":"2026-09-24","median_stated_pay_usd":235200},{"name":"Terraform","layer":"tools","postings":25,"share":0.0796,"required":19,"open_postings":14,"first_seen":"2026-03-22","last_seen":"2026-09-18","median_stated_pay_usd":238000},{"name":"TypeScript","layer":"languages","postings":25,"share":0.0796,"required":18,"open_postings":21,"first_seen":"2026-05-06","last_seen":"2026-09-24","median_stated_pay_usd":235200},{"name":"JavaScript","layer":"languages","postings":25,"share":0.0796,"required":13,"open_postings":19,"first_seen":"2026-03-12","last_seen":"2026-09-24","median_stated_pay_usd":194400},{"name":"Agentic Workflows","layer":"practices","postings":24,"share":0.0764,"required":21,"open_postings":20,"first_seen":"2026-05-11","last_seen":"2026-09-25","median_stated_pay_usd":278100},{"name":"Rust","layer":"languages","postings":23,"share":0.0732,"required":22,"open_postings":16,"first_seen":"2026-05-06","last_seen":"2026-09-24","median_stated_pay_usd":248600},{"name":"Linux","layer":"cloud","postings":21,"share":0.0669,"required":15,"open_postings":12,"first_seen":"2026-03-22","last_seen":"2026-08-24","median_stated_pay_usd":213600},{"name":"SQL","layer":"languages","postings":20,"share":0.0637,"required":18,"open_postings":12,"first_seen":"2026-07-03","last_seen":"2026-09-09","median_stated_pay_usd":194400},{"name":"Docker","layer":"tools","postings":19,"share":0.0605,"required":13,"open_postings":11,"first_seen":"2026-04-08","last_seen":"2026-09-24","median_stated_pay_usd":230040},{"name":"Vue.js","layer":"frameworks","postings":18,"share":0.0573,"required":18,"open_postings":17,"first_seen":"2026-07-08","last_seen":"2026-09-24","median_stated_pay_usd":194400},{"name":"Incident Management","layer":"practices","postings":18,"share":0.0573,"required":12,"open_postings":13,"first_seen":"2026-03-22","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":17,"share":0.0541,"required":11,"open_postings":13,"first_seen":"2026-03-22","last_seen":"2026-09-26","median_stated_pay_usd":278100},{"name":"LLM Guardrails","layer":"practices","postings":16,"share":0.051,"required":16,"open_postings":13,"first_seen":"2026-05-22","last_seen":"2026-09-25","median_stated_pay_usd":259200},{"name":"Azure","layer":"cloud","postings":14,"share":0.0446,"required":14,"open_postings":6,"first_seen":"2026-04-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"ClickHouse","layer":"data","postings":14,"share":0.0446,"required":14,"open_postings":5,"first_seen":"2026-03-12","last_seen":"2026-09-14","median_stated_pay_usd":235200},{"name":"Human-in-the-Loop","layer":"practices","postings":14,"share":0.0446,"required":14,"open_postings":11,"first_seen":"2026-05-11","last_seen":"2026-09-25","median_stated_pay_usd":259200},{"name":"Claude","layer":"ai","postings":13,"share":0.0414,"required":12,"open_postings":6,"first_seen":"2026-06-25","last_seen":"2026-09-22","median_stated_pay_usd":220000},{"name":"Ansible","layer":"tools","postings":12,"share":0.0382,"required":12,"open_postings":6,"first_seen":"2026-03-22","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":12,"share":0.0382,"required":12,"open_postings":8,"first_seen":"2026-05-06","last_seen":"2026-09-22","median_stated_pay_usd":247200},{"name":"Rest API","layer":"tools","postings":12,"share":0.0382,"required":11,"open_postings":10,"first_seen":"2026-05-22","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":11,"share":0.035,"required":11,"open_postings":5,"first_seen":"2026-03-22","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":11,"share":0.035,"required":10,"open_postings":6,"first_seen":"2026-03-09","last_seen":"2026-09-11","median_stated_pay_usd":160800},{"name":"SRE","layer":"practices","postings":10,"share":0.0318,"required":10,"open_postings":6,"first_seen":"2026-03-22","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":10,"share":0.0318,"required":10,"open_postings":6,"first_seen":"2026-06-17","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":9,"share":0.0287,"required":9,"open_postings":5,"first_seen":"2026-07-14","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":9,"share":0.0287,"required":9,"open_postings":9,"first_seen":"2026-05-06","last_seen":"2026-09-22","median_stated_pay_usd":247200},{"name":"Redis","layer":"data","postings":9,"share":0.0287,"required":3,"open_postings":6,"first_seen":"2026-04-10","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"NATS","layer":"cloud","postings":8,"share":0.0255,"required":8,"open_postings":5,"first_seen":"2026-03-12","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":8,"share":0.0255,"required":8,"open_postings":6,"first_seen":"2026-06-25","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":8,"share":0.0255,"required":8,"open_postings":3,"first_seen":"2026-05-22","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"RSpec","layer":"frameworks","postings":8,"share":0.0255,"required":8,"open_postings":6,"first_seen":"2026-04-10","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Sidekiq","layer":"frameworks","postings":8,"share":0.0255,"required":2,"open_postings":4,"first_seen":"2026-04-08","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":7,"share":0.0223,"required":7,"open_postings":7,"first_seen":"2026-05-06","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":7,"share":0.0223,"required":7,"open_postings":6,"first_seen":"2026-07-01","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":7,"share":0.0223,"required":7,"open_postings":3,"first_seen":"2026-07-03","last_seen":"2026-08-27","median_stated_pay_usd":194400},{"name":"Knowledge Graph","layer":"practices","postings":7,"share":0.0223,"required":6,"open_postings":3,"first_seen":"2026-05-06","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":7,"share":0.0223,"required":5,"open_postings":7,"first_seen":"2026-05-06","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":6,"share":0.0191,"required":6,"open_postings":3,"first_seen":"2026-08-06","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":6,"share":0.0191,"required":6,"open_postings":5,"first_seen":"2026-04-08","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Modularization","layer":"practices","postings":6,"share":0.0191,"required":6,"open_postings":4,"first_seen":"2026-09-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":5,"share":0.0159,"required":5,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":5,"share":0.0159,"required":5,"open_postings":3,"first_seen":"2026-06-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":5,"share":0.0159,"required":5,"open_postings":3,"first_seen":"2026-07-02","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":4,"share":0.0127,"required":4,"open_postings":3,"first_seen":"2026-07-23","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":4,"share":0.0127,"required":4,"open_postings":2,"first_seen":"2026-07-09","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":4,"share":0.0127,"required":4,"open_postings":3,"first_seen":"2026-05-22","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":4,"share":0.0127,"required":4,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-08-16","median_stated_pay_usd":null},{"name":"Puppet","layer":"tools","postings":4,"share":0.0127,"required":4,"open_postings":2,"first_seen":"2026-07-09","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":4,"share":0.0127,"required":4,"open_postings":4,"first_seen":"2026-05-06","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":4,"share":0.0127,"required":4,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":4,"share":0.0127,"required":4,"open_postings":0,"first_seen":"2026-07-03","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":4,"share":0.0127,"required":3,"open_postings":3,"first_seen":"2026-07-22","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":3,"share":0.0096,"required":3,"open_postings":0,"first_seen":"2026-06-17","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":3,"share":0.0096,"required":3,"open_postings":2,"first_seen":"2026-05-22","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":3,"share":0.0096,"required":3,"open_postings":2,"first_seen":"2026-07-23","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":3,"share":0.0096,"required":3,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-07-22","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-07-13","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-05-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-05-22","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":3,"share":0.0096,"required":3,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":3,"share":0.0096,"required":3,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-08-31","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Progressive Delivery","layer":"practices","postings":3,"share":0.0096,"required":3,"open_postings":2,"first_seen":"2026-04-07","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":3,"share":0.0096,"required":3,"open_postings":3,"first_seen":"2026-07-10","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":3,"share":0.0096,"required":3,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Sigstore","layer":"tools","postings":3,"share":0.0096,"required":3,"open_postings":1,"first_seen":"2026-03-27","last_seen":"2026-04-10","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":3,"share":0.0096,"required":3,"open_postings":0,"first_seen":"2026-04-17","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":2,"share":0.0064,"required":2,"open_postings":0,"first_seen":"2026-07-10","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.0064,"required":2,"open_postings":0,"first_seen":"2026-04-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Cosign","layer":"tools","postings":2,"share":0.0064,"required":2,"open_postings":0,"first_seen":"2026-04-10","last_seen":"2026-04-10","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":2,"share":0.0064,"required":2,"open_postings":0,"first_seen":"2026-07-10","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":2,"share":0.0064,"required":2,"open_postings":2,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":2,"share":0.0064,"required":2,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":2,"share":0.0064,"required":2,"open_postings":0,"first_seen":"2026-07-10","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":2,"share":0.0064,"required":2,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.0064,"required":2,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":2,"share":0.0064,"required":2,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Relevance AI","layer":"cloud","postings":2,"share":0.0064,"required":2,"open_postings":2,"first_seen":"2026-05-22","last_seen":"2026-05-29","median_stated_pay_usd":null},{"name":"Sentry","layer":"cloud","postings":2,"share":0.0064,"required":2,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":2,"share":0.0064,"required":2,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":2,"share":0.0064,"required":1,"open_postings":2,"first_seen":"2026-05-06","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":2,"share":0.0064,"required":1,"open_postings":2,"first_seen":"2026-05-06","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.0064,"required":0,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Checkmarx","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Ent","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"GitGuardian","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Gitflow","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Google ADK","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"ISO 42001","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Jsonnet","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Mocha","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"OpenTofu","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Pipeline as Code","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-03-22","last_seen":"2026-03-22","median_stated_pay_usd":null},{"name":"Sisense","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Snyk","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Trunk-Based Development","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Veracode","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Web Components","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"cert-manager","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-04-07","last_seen":"2026-04-07","median_stated_pay_usd":null},{"name":"k6","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"npm","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.0032,"required":0,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null}],"own_products":["GitLab CI","CI/CD","GitLab"],"changes":{"first_appeared":[{"name":"Sentry","first_seen":"2026-09-24"},{"name":"Edge AI","first_seen":"2026-09-05"},{"name":"Modularization","first_seen":"2026-09-02"},{"name":"OpenAI Codex","first_seen":"2026-08-31"},{"name":"Node JS","first_seen":"2026-08-20"},{"name":"Okta","first_seen":"2026-08-17"},{"name":"Angular","first_seen":"2026-08-13"},{"name":"React.js","first_seen":"2026-08-13"}],"rising":[{"name":"SQL","share_from":0,"share_to":7},{"name":"Vue.js","share_from":0,"share_to":7},{"name":"Incident Management","share_from":0,"share_to":6},{"name":"Agentic Workflows","share_from":3,"share_to":8},{"name":"Rust","share_from":3,"share_to":8},{"name":"Bash","share_from":0,"share_to":3},{"name":"Machine Learning","share_from":0,"share_to":3},{"name":"Tableau","share_from":0,"share_to":3}],"falling":[{"name":"Git","share_from":31,"share_to":18},{"name":"Human-in-the-Loop","share_from":16,"share_to":3},{"name":"Go","share_from":31,"share_to":19},{"name":"Terraform","share_from":19,"share_to":7},{"name":"TypeScript","share_from":19,"share_to":7},{"name":"Platform Engineering","share_from":16,"share_to":4},{"name":"Sidekiq","share_from":13,"share_to":1},{"name":"Redis","share_from":13,"share_to":2}],"not_seen_180d":[]},"similar_stacks":[{"name":"Zeta Global","url":"https://alion.io/company/zeta-global/technologies","shared_technologies":94},{"name":"Coupa Software","url":"https://alion.io/company/coupa/technologies","shared_technologies":90},{"name":"SailPoint","url":"https://alion.io/company/sailpoint/technologies","shared_technologies":98},{"name":"Nasdaq","url":"https://alion.io/company/nasdaq/technologies","shared_technologies":91},{"name":"SentinelOne","url":"https://alion.io/company/sentinelone/technologies","shared_technologies":94},{"name":"Target","url":"https://alion.io/company/target/technologies","shared_technologies":102},{"name":"GEICO","url":"https://alion.io/company/geico-3/technologies","shared_technologies":96},{"name":"Money Forward","url":"https://alion.io/company/moneyforward/technologies","shared_technologies":92}],"html_url":"https://alion.io/company/gitlab/technologies","json_url":"https://alion.io/company/gitlab/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T14:52:28Z","generated_at":"2026-09-28T04:23:25Z"}}