{"company":{"id":13163,"name":"LinkedIn","domain":"linkedin.com","url":"https://alion.io/company/linkedin"},"answer":"LinkedIn builds mostly with Python, SQL, Java, C++. Its stack also includes Kubernetes, Azure, PyTorch, React.js. Python is named in 81 of the 193 job postings LinkedIn published in the last 12 months (42%). Counted by Alion from the job postings of LinkedIn, updated Nov 12, 2026.","window_days":365,"postings_analysed":193,"open_postings":72,"technologies_in_use":177,"modernity_score":80,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":81,"share":0.4197,"required":62,"open_postings":33,"first_seen":"2026-06-08","last_seen":"2026-11-12","median_stated_pay_usd":231000},{"name":"SQL","layer":"languages","postings":62,"share":0.3212,"required":36,"open_postings":20,"first_seen":"2026-08-12","last_seen":"2026-11-12","median_stated_pay_usd":212000},{"name":"Java","layer":"languages","postings":48,"share":0.2487,"required":38,"open_postings":21,"first_seen":"2026-06-08","last_seen":"2026-11-11","median_stated_pay_usd":255000},{"name":"CI/CD","layer":"practices","postings":39,"share":0.2021,"required":32,"open_postings":13,"first_seen":"2026-06-22","last_seen":"2026-11-11","median_stated_pay_usd":236500},{"name":"AI Agents","layer":"practices","postings":39,"share":0.2021,"required":28,"open_postings":12,"first_seen":"2026-03-25","last_seen":"2026-11-11","median_stated_pay_usd":246500},{"name":"Machine Learning","layer":"practices","postings":36,"share":0.1865,"required":28,"open_postings":13,"first_seen":"2026-03-25","last_seen":"2026-11-05","median_stated_pay_usd":278500},{"name":"LLM","layer":"ai","postings":26,"share":0.1347,"required":19,"open_postings":10,"first_seen":"2026-06-08","last_seen":"2026-11-03","median_stated_pay_usd":250500},{"name":"C++","layer":"languages","postings":24,"share":0.1244,"required":19,"open_postings":6,"first_seen":"2026-06-22","last_seen":"2026-10-27","median_stated_pay_usd":271000},{"name":"A/B Testing","layer":"practices","postings":23,"share":0.1192,"required":13,"open_postings":12,"first_seen":"2026-08-06","last_seen":"2026-11-11","median_stated_pay_usd":240500},{"name":"Copilot","layer":"tools","postings":20,"share":0.1036,"required":4,"open_postings":7,"first_seen":"2026-08-06","last_seen":"2026-10-30","median_stated_pay_usd":236000},{"name":"JavaScript","layer":"languages","postings":19,"share":0.0984,"required":10,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-11-12","median_stated_pay_usd":212000},{"name":"Kubernetes","layer":"cloud","postings":18,"share":0.0933,"required":6,"open_postings":11,"first_seen":"2026-07-06","last_seen":"2026-11-11","median_stated_pay_usd":255000},{"name":"Azure","layer":"cloud","postings":17,"share":0.0881,"required":7,"open_postings":10,"first_seen":"2026-08-28","last_seen":"2026-11-11","median_stated_pay_usd":255000},{"name":"Power BI","layer":"cloud","postings":16,"share":0.0829,"required":4,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-11-05","median_stated_pay_usd":180000},{"name":"Scala","layer":"languages","postings":15,"share":0.0777,"required":15,"open_postings":5,"first_seen":"2026-08-13","last_seen":"2026-11-03","median_stated_pay_usd":236000},{"name":"Spark","layer":"cloud","postings":15,"share":0.0777,"required":6,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-11-03","median_stated_pay_usd":236000},{"name":"Linux","layer":"cloud","postings":15,"share":0.0777,"required":5,"open_postings":7,"first_seen":"2026-08-03","last_seen":"2026-11-02","median_stated_pay_usd":255000},{"name":"Recommender Systems","layer":"practices","postings":14,"share":0.0725,"required":8,"open_postings":5,"first_seen":"2026-05-05","last_seen":"2026-10-23","median_stated_pay_usd":287000},{"name":"Tableau","layer":"cloud","postings":14,"share":0.0725,"required":2,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-10-30","median_stated_pay_usd":176000},{"name":"Go","layer":"languages","postings":13,"share":0.0674,"required":12,"open_postings":3,"first_seen":"2026-09-15","last_seen":"2026-11-02","median_stated_pay_usd":255000},{"name":"Agentic Workflows","layer":"practices","postings":13,"share":0.0674,"required":9,"open_postings":5,"first_seen":"2026-08-13","last_seen":"2026-11-06","median_stated_pay_usd":245000},{"name":"Microsoft Excel","layer":"tools","postings":12,"share":0.0622,"required":6,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-11-02","median_stated_pay_usd":176000},{"name":"AWS","layer":"cloud","postings":12,"share":0.0622,"required":5,"open_postings":7,"first_seen":"2026-08-28","last_seen":"2026-11-11","median_stated_pay_usd":255000},{"name":"C#","layer":"languages","postings":11,"share":0.057,"required":10,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-10-20","median_stated_pay_usd":255000},{"name":"GCP","layer":"cloud","postings":11,"share":0.057,"required":8,"open_postings":7,"first_seen":"2026-08-28","last_seen":"2026-11-02","median_stated_pay_usd":236500},{"name":"Claude Code","layer":"tools","postings":11,"share":0.057,"required":1,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-11-03","median_stated_pay_usd":236000},{"name":"Fine-tuning","layer":"practices","postings":10,"share":0.0518,"required":4,"open_postings":6,"first_seen":"2026-08-06","last_seen":"2026-11-05","median_stated_pay_usd":261500},{"name":"PyTorch","layer":"frameworks","postings":10,"share":0.0518,"required":2,"open_postings":3,"first_seen":"2026-08-06","last_seen":"2026-10-22","median_stated_pay_usd":236000},{"name":"IAM","layer":"practices","postings":9,"share":0.0466,"required":6,"open_postings":6,"first_seen":"2026-08-28","last_seen":"2026-11-02","median_stated_pay_usd":255000},{"name":"gRPC","layer":"tools","postings":9,"share":0.0466,"required":6,"open_postings":5,"first_seen":"2026-09-11","last_seen":"2026-10-22","median_stated_pay_usd":255000},{"name":"Ruby","layer":"languages","postings":8,"share":0.0415,"required":8,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-11-03","median_stated_pay_usd":224000},{"name":"Rust","layer":"languages","postings":7,"share":0.0363,"required":6,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-10-20","median_stated_pay_usd":287000},{"name":"TypeScript","layer":"languages","postings":7,"share":0.0363,"required":5,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":7,"share":0.0363,"required":4,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":7,"share":0.0363,"required":3,"open_postings":3,"first_seen":"2026-09-14","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":7,"share":0.0363,"required":0,"open_postings":3,"first_seen":"2026-08-06","last_seen":"2026-10-30","median_stated_pay_usd":236000},{"name":"Figma","layer":"cloud","postings":6,"share":0.0311,"required":6,"open_postings":6,"first_seen":"2026-09-30","last_seen":"2026-11-03","median_stated_pay_usd":null},{"name":"Objective-C","layer":"languages","postings":6,"share":0.0311,"required":6,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-10-14","median_stated_pay_usd":212000},{"name":"React.js","layer":"frameworks","postings":6,"share":0.0311,"required":6,"open_postings":0,"first_seen":"2026-08-13","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":6,"share":0.0311,"required":5,"open_postings":4,"first_seen":"2026-09-01","last_seen":"2026-11-09","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":6,"share":0.0311,"required":4,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-11-02","median_stated_pay_usd":255000},{"name":"GraphQL","layer":"tools","postings":6,"share":0.0311,"required":4,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":6,"share":0.0311,"required":1,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":6,"share":0.0311,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-10-13","median_stated_pay_usd":212000},{"name":"GitHub","layer":"cloud","postings":6,"share":0.0311,"required":0,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-11-02","median_stated_pay_usd":218000},{"name":"LLM Guardrails","layer":"practices","postings":5,"share":0.0259,"required":5,"open_postings":2,"first_seen":"2026-06-08","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":5,"share":0.0259,"required":3,"open_postings":5,"first_seen":"2026-10-06","last_seen":"2026-11-05","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":5,"share":0.0259,"required":2,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":5,"share":0.0259,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":5,"share":0.0259,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-11-03","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":5,"share":0.0259,"required":2,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":5,"share":0.0259,"required":2,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":5,"share":0.0259,"required":2,"open_postings":3,"first_seen":"2026-06-08","last_seen":"2026-11-05","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":5,"share":0.0259,"required":2,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":5,"share":0.0259,"required":2,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-10-06","median_stated_pay_usd":255000},{"name":"Microsoft Entra ID","layer":"cloud","postings":5,"share":0.0259,"required":1,"open_postings":2,"first_seen":"2026-09-23","last_seen":"2026-11-02","median_stated_pay_usd":218000},{"name":"Okta","layer":"cloud","postings":5,"share":0.0259,"required":0,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-11-02","median_stated_pay_usd":218000},{"name":"SIEM","layer":"cloud","postings":4,"share":0.0207,"required":4,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":4,"share":0.0207,"required":3,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":4,"share":0.0207,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":4,"share":0.0207,"required":2,"open_postings":2,"first_seen":"2026-06-08","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":4,"share":0.0207,"required":2,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":4,"share":0.0207,"required":0,"open_postings":3,"first_seen":"2026-10-06","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Ember.js","layer":"frameworks","postings":3,"share":0.0155,"required":3,"open_postings":0,"first_seen":"2026-08-13","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":3,"share":0.0155,"required":3,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-11-03","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":3,"share":0.0155,"required":3,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":3,"share":0.0155,"required":3,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":3,"share":0.0155,"required":2,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":3,"share":0.0155,"required":2,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Presto","layer":"data","postings":3,"share":0.0155,"required":2,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":3,"share":0.0155,"required":2,"open_postings":2,"first_seen":"2026-05-05","last_seen":"2026-11-03","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":3,"share":0.0155,"required":2,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":3,"share":0.0155,"required":1,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":3,"share":0.0155,"required":1,"open_postings":2,"first_seen":"2026-10-06","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":3,"share":0.0155,"required":1,"open_postings":2,"first_seen":"2026-09-30","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":3,"share":0.0155,"required":1,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":3,"share":0.0155,"required":0,"open_postings":1,"first_seen":"2026-10-10","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":3,"share":0.0155,"required":0,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":3,"share":0.0155,"required":0,"open_postings":1,"first_seen":"2026-10-20","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":3,"share":0.0155,"required":0,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-10-29","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-10-29","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Lightning Web Components","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-10-29","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Modularization","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SOPS","layer":"tools","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-10-29","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Trino","layer":"data","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-10-16","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":2,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2026-08-03","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"InfiniBand","layer":"tools","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2026-08-03","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"NCCL","layer":"frameworks","postings":2,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":2,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":2,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"CodeQL","layer":"tools","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-10-16","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-10-29","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-10-26","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"Semgrep","layer":"tools","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":2,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Tcpdump","layer":"tools","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-10-26","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-10-26","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":2,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Aura Components","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-10-29","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-11-06","last_seen":"2026-11-06","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Couchbase","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"DeepSpeed","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Flash Attention","layer":"ai","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"MPLS","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-11-12","last_seen":"2026-11-12","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Puppet","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"PyTorch Lightning","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Reward Modeling","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SGLang","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Synthetic Data","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Teradata","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Tracing","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"UIKit","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"cuDNN","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"eBPF","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Apache TVM","layer":"frameworks","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"EU AI Act","layer":"practices","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"FSDP","layer":"frameworks","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Pre-training","layer":"practices","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"SAP BusinessObjects","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"SFT","layer":"practices","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-11-03","last_seen":"2026-11-03","median_stated_pay_usd":null},{"name":"TiDB","layer":"data","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-10-20","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"XCTest","layer":"frameworks","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"XLA","layer":"frameworks","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"iOS SDK","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Amazon CloudWatch","first_seen":"2026-10-30"},{"name":"Bash","first_seen":"2026-10-30"},{"name":"Datadog","first_seen":"2026-10-30"},{"name":"GitLab","first_seen":"2026-10-30"},{"name":"MS SQL","first_seen":"2026-10-30"},{"name":"Splunk","first_seen":"2026-10-30"},{"name":"Agentforce","first_seen":"2026-10-29"},{"name":"Apex","first_seen":"2026-10-29"}],"rising":[{"name":"SQL","share_from":6,"share_to":35},{"name":"AI Agents","share_from":6,"share_to":21},{"name":"Azure","share_from":0,"share_to":10},{"name":"Power BI","share_from":0,"share_to":9},{"name":"Tableau","share_from":0,"share_to":8},{"name":"Go","share_from":0,"share_to":7},{"name":"Microsoft Excel","share_from":0,"share_to":7},{"name":"AWS","share_from":0,"share_to":7}],"falling":[{"name":"Machine Learning","share_from":50,"share_to":15},{"name":"Java","share_from":56,"share_to":22},{"name":"Fine-tuning","share_from":31,"share_to":3},{"name":"Recommender Systems","share_from":31,"share_to":5},{"name":"Spark","share_from":31,"share_to":6},{"name":"OpenAI Codex","share_from":25,"share_to":2},{"name":"PyTorch","share_from":25,"share_to":3},{"name":"Claude Code","share_from":25,"share_to":4}],"not_seen_180d":[]},"similar_stacks":[{"name":"Snowflake","url":"https://alion.io/company/snowflake/technologies","shared_technologies":158},{"name":"NetApp","url":"https://alion.io/company/netapp/technologies","shared_technologies":135},{"name":"Trend Micro","url":"https://alion.io/company/trend-micro/technologies","shared_technologies":141},{"name":"Bloomberg","url":"https://alion.io/company/bloomberg/technologies","shared_technologies":138},{"name":"eBay","url":"https://alion.io/company/ebay/technologies","shared_technologies":133},{"name":"Singtel","url":"https://alion.io/company/singtel/technologies","shared_technologies":138},{"name":"LexisNexis","url":"https://alion.io/company/lexisnexis-legal/technologies","shared_technologies":127},{"name":"Databricks","url":"https://alion.io/company/databricks/technologies","shared_technologies":132}],"html_url":"https://alion.io/company/linkedin/technologies","json_url":"https://alion.io/company/linkedin/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-12T12:38:35Z","generated_at":"2026-11-12T22:12:36Z"}}