{"company":{"id":58915,"name":"Zebra Technologies","domain":"zebra.com","url":"https://alion.io/company/zebra-technologies"},"answer":"Zebra Technologies builds mostly with Python, C++, Java, SQL. Its stack also includes GCP, Azure, LangChain, React.js. Python is named in 32 of the 103 job postings Zebra Technologies published in the last 12 months (31%). Counted by Alion from the job postings of Zebra Technologies, updated Sep 28, 2026.","window_days":365,"postings_analysed":103,"open_postings":99,"technologies_in_use":206,"modernity_score":84,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":32,"share":0.3107,"required":28,"open_postings":30,"first_seen":"2026-06-12","last_seen":"2026-09-26","median_stated_pay_usd":145200},{"name":"CI/CD","layer":"practices","postings":31,"share":0.301,"required":19,"open_postings":30,"first_seen":"2026-04-13","last_seen":"2026-09-23","median_stated_pay_usd":184200},{"name":"Machine Learning","layer":"practices","postings":20,"share":0.1942,"required":13,"open_postings":20,"first_seen":"2026-04-22","last_seen":"2026-09-26","median_stated_pay_usd":145200},{"name":"C++","layer":"languages","postings":19,"share":0.1845,"required":15,"open_postings":18,"first_seen":"2026-05-18","last_seen":"2026-09-25","median_stated_pay_usd":136440},{"name":"GCP","layer":"cloud","postings":19,"share":0.1845,"required":15,"open_postings":18,"first_seen":"2026-04-13","last_seen":"2026-09-23","median_stated_pay_usd":163440},{"name":"Java","layer":"languages","postings":17,"share":0.165,"required":12,"open_postings":17,"first_seen":"2026-06-12","last_seen":"2026-09-24","median_stated_pay_usd":163440},{"name":"AI Agents","layer":"practices","postings":16,"share":0.1553,"required":15,"open_postings":16,"first_seen":"2026-07-24","last_seen":"2026-09-26","median_stated_pay_usd":176700},{"name":"Azure","layer":"cloud","postings":16,"share":0.1553,"required":13,"open_postings":16,"first_seen":"2026-06-12","last_seen":"2026-09-26","median_stated_pay_usd":163440},{"name":"Linux","layer":"cloud","postings":15,"share":0.1456,"required":14,"open_postings":14,"first_seen":"2026-08-17","last_seen":"2026-09-25","median_stated_pay_usd":140820},{"name":"AWS","layer":"cloud","postings":15,"share":0.1456,"required":13,"open_postings":15,"first_seen":"2026-06-12","last_seen":"2026-09-22","median_stated_pay_usd":163440},{"name":"Microsoft Excel","layer":"tools","postings":13,"share":0.1262,"required":10,"open_postings":11,"first_seen":"2026-07-23","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":12,"share":0.1165,"required":11,"open_postings":12,"first_seen":"2026-05-26","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":12,"share":0.1165,"required":9,"open_postings":12,"first_seen":"2026-08-26","last_seen":"2026-09-25","median_stated_pay_usd":149940},{"name":"SQL","layer":"languages","postings":12,"share":0.1165,"required":9,"open_postings":11,"first_seen":"2026-07-07","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":12,"share":0.1165,"required":6,"open_postings":11,"first_seen":"2026-07-07","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":10,"share":0.0971,"required":5,"open_postings":10,"first_seen":"2026-04-13","last_seen":"2026-09-22","median_stated_pay_usd":162920},{"name":"Windows","layer":"cloud","postings":9,"share":0.0874,"required":8,"open_postings":8,"first_seen":"2026-05-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":8,"share":0.0777,"required":6,"open_postings":8,"first_seen":"2026-07-07","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":7,"share":0.068,"required":6,"open_postings":7,"first_seen":"2026-05-13","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":7,"share":0.068,"required":5,"open_postings":7,"first_seen":"2026-04-13","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":7,"share":0.068,"required":5,"open_postings":7,"first_seen":"2026-06-12","last_seen":"2026-09-09","median_stated_pay_usd":163440},{"name":"JavaScript","layer":"languages","postings":7,"share":0.068,"required":3,"open_postings":7,"first_seen":"2026-04-13","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":6,"share":0.0583,"required":6,"open_postings":6,"first_seen":"2026-08-20","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":6,"share":0.0583,"required":4,"open_postings":6,"first_seen":"2026-07-01","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":6,"share":0.0583,"required":4,"open_postings":6,"first_seen":"2026-05-13","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":6,"share":0.0583,"required":3,"open_postings":6,"first_seen":"2026-07-07","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":5,"share":0.0485,"required":4,"open_postings":5,"first_seen":"2026-07-24","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":5,"share":0.0485,"required":4,"open_postings":5,"first_seen":"2026-07-27","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":4,"share":0.0388,"required":4,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":4,"share":0.0388,"required":4,"open_postings":4,"first_seen":"2026-06-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":4,"share":0.0388,"required":4,"open_postings":4,"first_seen":"2026-08-20","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":4,"share":0.0388,"required":4,"open_postings":4,"first_seen":"2026-09-03","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":4,"share":0.0388,"required":4,"open_postings":4,"first_seen":"2026-07-28","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Android SDK","layer":"cloud","postings":4,"share":0.0388,"required":3,"open_postings":4,"first_seen":"2026-04-13","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":4,"share":0.0388,"required":3,"open_postings":4,"first_seen":"2026-07-24","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":4,"share":0.0388,"required":2,"open_postings":4,"first_seen":"2026-04-13","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":4,"share":0.0388,"required":1,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-07-08","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-07-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-09-21","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":3,"share":0.0291,"required":3,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Robot Framework","layer":"frameworks","postings":3,"share":0.0291,"required":3,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-07-10","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":3,"share":0.0291,"required":3,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Firebase","layer":"cloud","postings":3,"share":0.0291,"required":2,"open_postings":3,"first_seen":"2026-04-13","last_seen":"2026-07-27","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":3,"share":0.0291,"required":2,"open_postings":3,"first_seen":"2026-07-27","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":3,"share":0.0291,"required":2,"open_postings":3,"first_seen":"2026-07-27","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":3,"share":0.0291,"required":2,"open_postings":3,"first_seen":"2026-08-27","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":3,"share":0.0291,"required":2,"open_postings":3,"first_seen":"2026-04-22","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0291,"required":1,"open_postings":3,"first_seen":"2026-08-24","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":3,"share":0.0291,"required":1,"open_postings":3,"first_seen":"2026-07-07","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Cadence Allegro","layer":"tools","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-04-16","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-14","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"LiteRT","layer":"frameworks","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"OpenCL","layer":"frameworks","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"PoC Library","layer":"frameworks","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-05-18","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":2,"share":0.0194,"required":2,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-07-07","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Jetpack Compose","layer":"frameworks","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"OpenCV","layer":"frameworks","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"VHDL","layer":"languages","postings":2,"share":0.0194,"required":1,"open_postings":2,"first_seen":"2026-05-18","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"C","layer":"languages","postings":2,"share":0.0194,"required":0,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Gerrit","layer":"tools","postings":2,"share":0.0194,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.0194,"required":0,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Hibernate","layer":"frameworks","postings":2,"share":0.0194,"required":0,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":2,"share":0.0194,"required":0,"open_postings":2,"first_seen":"2026-07-07","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"A2A","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Altium Designer","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Azure AKS","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"CMake","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"CNN","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"CatBoost","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Ceres Solver","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Conan","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Dagger","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Dependency Injection","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Espresso","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"GTSAM","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Google Test","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"LightGBM","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Localization","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MVI","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"MVVM","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Matillion","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"New Relic","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Ollama","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"OpenStack","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"OpenVINO","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Prophet","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"ROS","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"RTOS","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"React Native","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Retrofit","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Rollup","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Room","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SLAM","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"STL","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Sensor Fusion","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SolidWorks","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Supervision","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"TensorRT-LLM","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"VCPKG","layer":"tools","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"VLM","layer":"ai","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Visual-Inertial Odometry","layer":"practices","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"ZeroMQ","layer":"frameworks","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"CameraX","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"FFmpeg","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Glide","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"MLlib","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"MQTT","layer":"tools","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-07-27","median_stated_pay_usd":null},{"name":"NLTK","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Nest.JS","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-07-27","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"Verilog","layer":"languages","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":1,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Function Calling","first_seen":"2026-09-24"},{"name":"Multi-Agent Systems","first_seen":"2026-09-24"},{"name":"Tool Use","first_seen":"2026-09-24"},{"name":"Multimodal AI","first_seen":"2026-09-21"},{"name":"Gerrit","first_seen":"2026-09-21"},{"name":"Databricks","first_seen":"2026-09-18"},{"name":"Time Series Forecasting","first_seen":"2026-09-18"},{"name":"pySpark","first_seen":"2026-09-18"}],"rising":[{"name":"Python","share_from":9,"share_to":34},{"name":"AI Agents","share_from":0,"share_to":17},{"name":"Linux","share_from":0,"share_to":16},{"name":"Microsoft Excel","share_from":0,"share_to":14},{"name":"Computer Vision","share_from":0,"share_to":13},{"name":"SQL","share_from":0,"share_to":13},{"name":"Git","share_from":0,"share_to":13},{"name":"C++","share_from":9,"share_to":20}],"falling":[{"name":"Machine Learning","share_from":36,"share_to":17},{"name":"Docker","share_from":18,"share_to":5},{"name":"Kubernetes","share_from":18,"share_to":9},{"name":"IAM","share_from":9,"share_to":3},{"name":"Android SDK","share_from":9,"share_to":3},{"name":"React.js","share_from":9,"share_to":3},{"name":"RAG","share_from":9,"share_to":5}],"not_seen_180d":[]},"similar_stacks":[{"name":"HARMAN International","url":"https://alion.io/company/harman-international/technologies","shared_technologies":147},{"name":"Motorola Solutions","url":"https://alion.io/company/motorola-solutions/technologies","shared_technologies":165},{"name":"Stryker","url":"https://alion.io/company/stryker/technologies","shared_technologies":133},{"name":"Applied Materials","url":"https://alion.io/company/applied-materials/technologies","shared_technologies":130},{"name":"KLA Corporation","url":"https://alion.io/company/kla/technologies","shared_technologies":135},{"name":"Caterpillar","url":"https://alion.io/company/caterpillar/technologies","shared_technologies":155},{"name":"Autodesk","url":"https://alion.io/company/autodesk/technologies","shared_technologies":146},{"name":"HP Inc.","url":"https://alion.io/company/hewlett-packard/technologies","shared_technologies":143}],"html_url":"https://alion.io/company/zebra-technologies/technologies","json_url":"https://alion.io/company/zebra-technologies/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T00:49:29Z","generated_at":"2026-09-28T02:31:39Z"}}