{"company":{"id":720301,"name":"Omnicom","domain":"omc.com","url":"https://alion.io/company/omnicom"},"answer":"Omnicom builds mostly with SQL, Python, Apex, JavaScript. Its stack also includes Tableau, Power BI, Snowflake, Amazon Redshift. SQL is named in 63 of the 288 job postings Omnicom published in the last 12 months (22%). Counted by Alion from the job postings of Omnicom, updated Sep 30, 2026.","window_days":365,"postings_analysed":288,"open_postings":273,"technologies_in_use":161,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"Microsoft Excel","layer":"tools","postings":122,"share":0.4236,"required":101,"open_postings":116,"first_seen":"2026-06-09","last_seen":"2026-09-29","median_stated_pay_usd":100000},{"name":"SQL","layer":"languages","postings":63,"share":0.2188,"required":49,"open_postings":60,"first_seen":"2026-07-29","last_seen":"2026-09-29","median_stated_pay_usd":125678},{"name":"Python","layer":"languages","postings":57,"share":0.1979,"required":46,"open_postings":55,"first_seen":"2026-07-28","last_seen":"2026-09-25","median_stated_pay_usd":122500},{"name":"Tableau","layer":"cloud","postings":50,"share":0.1736,"required":42,"open_postings":48,"first_seen":"2026-07-28","last_seen":"2026-09-25","median_stated_pay_usd":97500},{"name":"Power BI","layer":"cloud","postings":48,"share":0.1667,"required":37,"open_postings":47,"first_seen":"2026-07-28","last_seen":"2026-09-29","median_stated_pay_usd":100000},{"name":"AWS","layer":"cloud","postings":44,"share":0.1528,"required":18,"open_postings":44,"first_seen":"2026-08-09","last_seen":"2026-09-24","median_stated_pay_usd":149490},{"name":"AI Agents","layer":"practices","postings":29,"share":0.1007,"required":18,"open_postings":29,"first_seen":"2026-07-23","last_seen":"2026-09-29","median_stated_pay_usd":138770},{"name":"Machine Learning","layer":"practices","postings":26,"share":0.0903,"required":24,"open_postings":26,"first_seen":"2026-07-28","last_seen":"2026-09-24","median_stated_pay_usd":135000},{"name":"Looker","layer":"cloud","postings":25,"share":0.0868,"required":21,"open_postings":25,"first_seen":"2026-08-03","last_seen":"2026-09-28","median_stated_pay_usd":95000},{"name":"Azure","layer":"cloud","postings":24,"share":0.0833,"required":10,"open_postings":24,"first_seen":"2026-08-10","last_seen":"2026-09-22","median_stated_pay_usd":128563},{"name":"Snowflake","layer":"data","postings":22,"share":0.0764,"required":7,"open_postings":22,"first_seen":"2026-08-09","last_seen":"2026-09-24","median_stated_pay_usd":132539},{"name":"ETL/ELT","layer":"practices","postings":21,"share":0.0729,"required":20,"open_postings":21,"first_seen":"2026-07-29","last_seen":"2026-09-24","median_stated_pay_usd":110000},{"name":"Figma","layer":"cloud","postings":20,"share":0.0694,"required":18,"open_postings":16,"first_seen":"2026-07-29","last_seen":"2026-09-29","median_stated_pay_usd":120000},{"name":"GCP","layer":"cloud","postings":19,"share":0.066,"required":8,"open_postings":19,"first_seen":"2026-07-28","last_seen":"2026-09-24","median_stated_pay_usd":118623},{"name":"Adobe Photoshop","layer":"tools","postings":18,"share":0.0625,"required":15,"open_postings":15,"first_seen":"2026-07-31","last_seen":"2026-09-29","median_stated_pay_usd":116500},{"name":"Amazon S3","layer":"cloud","postings":15,"share":0.0521,"required":5,"open_postings":15,"first_seen":"2026-08-20","last_seen":"2026-09-24","median_stated_pay_usd":140000},{"name":"Databricks","layer":"cloud","postings":14,"share":0.0486,"required":7,"open_postings":14,"first_seen":"2026-08-10","last_seen":"2026-09-23","median_stated_pay_usd":149820},{"name":"Amazon Redshift","layer":"data","postings":14,"share":0.0486,"required":3,"open_postings":14,"first_seen":"2026-08-10","last_seen":"2026-09-24","median_stated_pay_usd":130000},{"name":"Domo","layer":"cloud","postings":13,"share":0.0451,"required":12,"open_postings":13,"first_seen":"2026-08-03","last_seen":"2026-09-24","median_stated_pay_usd":102500},{"name":"Alteryx","layer":"tools","postings":13,"share":0.0451,"required":11,"open_postings":13,"first_seen":"2026-07-30","last_seen":"2026-09-29","median_stated_pay_usd":125000},{"name":"Claude Code","layer":"tools","postings":13,"share":0.0451,"required":3,"open_postings":13,"first_seen":"2026-07-28","last_seen":"2026-09-18","median_stated_pay_usd":125795},{"name":"Copilot","layer":"tools","postings":13,"share":0.0451,"required":3,"open_postings":13,"first_seen":"2026-07-29","last_seen":"2026-09-18","median_stated_pay_usd":125678},{"name":"CI/CD","layer":"practices","postings":12,"share":0.0417,"required":6,"open_postings":12,"first_seen":"2026-07-29","last_seen":"2026-09-24","median_stated_pay_usd":128446},{"name":"Terraform","layer":"tools","postings":11,"share":0.0382,"required":6,"open_postings":11,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":131877},{"name":"Apex","layer":"languages","postings":11,"share":0.0382,"required":0,"open_postings":11,"first_seen":"2026-08-27","last_seen":"2026-09-17","median_stated_pay_usd":205000},{"name":"BigQuery","layer":"data","postings":10,"share":0.0347,"required":8,"open_postings":10,"first_seen":"2026-07-28","last_seen":"2026-09-23","median_stated_pay_usd":125678},{"name":"Google BigQuery","layer":"data","postings":10,"share":0.0347,"required":8,"open_postings":10,"first_seen":"2026-07-28","last_seen":"2026-09-23","median_stated_pay_usd":125678},{"name":"Rest API","layer":"tools","postings":10,"share":0.0347,"required":0,"open_postings":10,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":205000},{"name":"SOAP","layer":"practices","postings":10,"share":0.0347,"required":0,"open_postings":10,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":205000},{"name":"MuleSoft","layer":"cloud","postings":9,"share":0.0313,"required":9,"open_postings":9,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":205000},{"name":"Azure DevOps","layer":"cloud","postings":9,"share":0.0313,"required":4,"open_postings":9,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":131877},{"name":"Adobe After Effects","layer":"tools","postings":8,"share":0.0278,"required":7,"open_postings":7,"first_seen":"2026-08-03","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":8,"share":0.0278,"required":6,"open_postings":7,"first_seen":"2026-06-11","last_seen":"2026-09-24","median_stated_pay_usd":85000},{"name":"MySQL","layer":"data","postings":8,"share":0.0278,"required":6,"open_postings":7,"first_seen":"2026-07-29","last_seen":"2026-09-25","median_stated_pay_usd":145000},{"name":"LLM","layer":"ai","postings":8,"share":0.0278,"required":5,"open_postings":8,"first_seen":"2026-07-28","last_seen":"2026-09-01","median_stated_pay_usd":149820},{"name":"GitHub Actions","layer":"cloud","postings":8,"share":0.0278,"required":4,"open_postings":8,"first_seen":"2026-08-09","last_seen":"2026-09-18","median_stated_pay_usd":132539},{"name":"CloudFormation","layer":"tools","postings":8,"share":0.0278,"required":3,"open_postings":8,"first_seen":"2026-08-10","last_seen":"2026-09-16","median_stated_pay_usd":132539},{"name":"Platform Engineering","layer":"practices","postings":6,"share":0.0208,"required":6,"open_postings":6,"first_seen":"2026-08-10","last_seen":"2026-09-16","median_stated_pay_usd":127761},{"name":"GitLab","layer":"cloud","postings":6,"share":0.0208,"required":3,"open_postings":6,"first_seen":"2026-08-10","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":6,"share":0.0208,"required":2,"open_postings":6,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":6,"share":0.0208,"required":2,"open_postings":6,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":5,"share":0.0174,"required":5,"open_postings":4,"first_seen":"2026-08-31","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":5,"share":0.0174,"required":5,"open_postings":4,"first_seen":"2026-08-31","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":5,"share":0.0174,"required":2,"open_postings":5,"first_seen":"2026-08-10","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":5,"share":0.0174,"required":2,"open_postings":5,"first_seen":"2026-08-10","last_seen":"2026-09-16","median_stated_pay_usd":149490},{"name":"A/B Testing","layer":"practices","postings":4,"share":0.0139,"required":4,"open_postings":4,"first_seen":"2026-07-31","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Sketch","layer":"tools","postings":4,"share":0.0139,"required":4,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":4,"share":0.0139,"required":4,"open_postings":4,"first_seen":"2026-07-28","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"WordPress","layer":"tools","postings":4,"share":0.0139,"required":4,"open_postings":3,"first_seen":"2026-06-11","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":4,"share":0.0139,"required":3,"open_postings":4,"first_seen":"2026-08-07","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":4,"share":0.0139,"required":2,"open_postings":4,"first_seen":"2026-08-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":4,"share":0.0139,"required":2,"open_postings":4,"first_seen":"2026-08-20","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":4,"share":0.0139,"required":2,"open_postings":4,"first_seen":"2026-08-26","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":4,"share":0.0139,"required":2,"open_postings":4,"first_seen":"2026-07-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":4,"share":0.0139,"required":1,"open_postings":3,"first_seen":"2026-06-11","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":4,"share":0.0139,"required":0,"open_postings":4,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Adobe Premiere Pro","layer":"tools","postings":3,"share":0.0104,"required":3,"open_postings":2,"first_seen":"2026-08-03","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":3,"share":0.0104,"required":3,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":3,"share":0.0104,"required":3,"open_postings":3,"first_seen":"2026-08-31","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":3,"share":0.0104,"required":3,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":3,"share":0.0104,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":3,"share":0.0104,"required":3,"open_postings":3,"first_seen":"2026-09-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-06-11","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":3,"share":0.0104,"required":2,"open_postings":3,"first_seen":"2026-08-11","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":3,"share":0.0104,"required":1,"open_postings":3,"first_seen":"2026-07-28","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":3,"share":0.0104,"required":1,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":3,"share":0.0104,"required":0,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":3,"share":0.0104,"required":0,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":3,"share":0.0104,"required":0,"open_postings":3,"first_seen":"2026-08-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":3,"share":0.0104,"required":0,"open_postings":3,"first_seen":"2026-08-11","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-10","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"AWS Fargate","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Adobe XD","layer":"tools","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Amazon Aurora","layer":"data","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Cognos","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-21","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-11","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Perplexity","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-10","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"VirusTotal","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-08-11","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Statsmodels","layer":"frameworks","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.0069,"required":0,"open_postings":2,"first_seen":"2026-08-11","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"3ds Max","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"AWS Step Functions","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Aider","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Cinema 4D","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Collibra","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Docker Swarm","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Firebase","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"GSAP","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":0,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"Great Expectations","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Ignite","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"InVision","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Kling","layer":"ai","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Material Design","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Midjourney","layer":"ai","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.0035,"required":1,"open_postings":0,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Pika","layer":"ai","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Runway","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Seaborn","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Stata","layer":"languages","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"TGI","layer":"cloud","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Windsurf","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Zeplin","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"AWS Bedrock AgentCore","layer":"cloud","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"AWS Strands Agents","layer":"frameworks","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Braze","layer":"cloud","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"CircleCI","layer":"tools","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Matplotlib","layer":"frameworks","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Mypy","layer":"tools","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Poetry","layer":"tools","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Pydantic","layer":"frameworks","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"pre-commit","layer":"tools","postings":1,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Salesforce Data Cloud","first_seen":"2026-09-17"},{"name":"Time Series Forecasting","first_seen":"2026-09-10"},{"name":"Structured Outputs","first_seen":"2026-09-10"},{"name":"Scikit-learn","first_seen":"2026-09-10"},{"name":"Statsmodels","first_seen":"2026-09-10"},{"name":"AWS Fargate","first_seen":"2026-09-08"},{"name":"AWS Lambda","first_seen":"2026-09-08"},{"name":"Amazon Aurora","first_seen":"2026-09-08"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"AuxoAI","url":"https://alion.io/company/auxoai/technologies","shared_technologies":85},{"name":"Bristol Myers Squibb","url":"https://alion.io/company/bms/technologies","shared_technologies":125},{"name":"Blend360","url":"https://alion.io/company/blend360/technologies","shared_technologies":100},{"name":"Lingaro","url":"https://alion.io/company/lingaro/technologies","shared_technologies":87},{"name":"Tiger Analytics","url":"https://alion.io/company/tigeranalytics/technologies","shared_technologies":106},{"name":"dentsu","url":"https://alion.io/company/dentsu-polska/technologies","shared_technologies":136},{"name":"Publicis Groupe","url":"https://alion.io/company/publicisgroupe/technologies","shared_technologies":140},{"name":"Artefact","url":"https://alion.io/company/artefact-com/technologies","shared_technologies":89}],"html_url":"https://alion.io/company/omnicom/technologies","json_url":"https://alion.io/company/omnicom/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-30T14:19:48Z","generated_at":"2026-09-30T18:02:00Z"}}