{"company":{"id":5396,"name":"Applied Intuition","domain":"appliedintuition.com","url":"https://alion.io/company/applied-intuition"},"answer":"Applied Intuition builds mostly with Python, C++, Go, Bash. Its stack also includes Linux, Kubernetes, ROS, PyTorch. Python is named in 136 of the 291 job postings Applied Intuition published in the last 12 months (47%). Counted by Alion from the job postings of Applied Intuition, updated Oct 1, 2026.","window_days":365,"postings_analysed":291,"open_postings":233,"technologies_in_use":208,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"Physical AI","layer":"practices","postings":249,"share":0.8557,"required":249,"open_postings":231,"first_seen":"2022-07-29","last_seen":"2026-09-30","median_stated_pay_usd":210000},{"name":"Python","layer":"languages","postings":136,"share":0.4674,"required":119,"open_postings":99,"first_seen":"2023-01-18","last_seen":"2026-09-28","median_stated_pay_usd":200000},{"name":"C++","layer":"languages","postings":132,"share":0.4536,"required":122,"open_postings":92,"first_seen":"2022-07-29","last_seen":"2026-09-28","median_stated_pay_usd":212572},{"name":"Linux","layer":"cloud","postings":72,"share":0.2474,"required":59,"open_postings":44,"first_seen":"2024-02-22","last_seen":"2026-09-28","median_stated_pay_usd":200000},{"name":"Docker","layer":"tools","postings":57,"share":0.1959,"required":38,"open_postings":35,"first_seen":"2023-07-27","last_seen":"2026-09-22","median_stated_pay_usd":210000},{"name":"CI/CD","layer":"practices","postings":47,"share":0.1615,"required":32,"open_postings":29,"first_seen":"2025-01-08","last_seen":"2026-09-22","median_stated_pay_usd":192500},{"name":"AI Agents","layer":"practices","postings":45,"share":0.1546,"required":43,"open_postings":27,"first_seen":"2025-06-12","last_seen":"2026-09-25","median_stated_pay_usd":216599},{"name":"Kubernetes","layer":"cloud","postings":34,"share":0.1168,"required":16,"open_postings":28,"first_seen":"2023-07-27","last_seen":"2026-09-22","median_stated_pay_usd":223500},{"name":"Machine Learning","layer":"practices","postings":31,"share":0.1065,"required":23,"open_postings":29,"first_seen":"2023-08-21","last_seen":"2026-09-24","median_stated_pay_usd":256500},{"name":"ROS","layer":"frameworks","postings":22,"share":0.0756,"required":6,"open_postings":14,"first_seen":"2023-07-27","last_seen":"2026-09-23","median_stated_pay_usd":240000},{"name":"Ubuntu","layer":"cloud","postings":21,"share":0.0722,"required":19,"open_postings":11,"first_seen":"2025-03-07","last_seen":"2026-09-15","median_stated_pay_usd":200000},{"name":"AWS","layer":"cloud","postings":21,"share":0.0722,"required":15,"open_postings":18,"first_seen":"2025-01-21","last_seen":"2026-09-22","median_stated_pay_usd":221000},{"name":"Go","layer":"languages","postings":19,"share":0.0653,"required":14,"open_postings":14,"first_seen":"2024-04-09","last_seen":"2026-09-22","median_stated_pay_usd":225000},{"name":"Bash","layer":"languages","postings":19,"share":0.0653,"required":9,"open_postings":9,"first_seen":"2024-06-19","last_seen":"2026-09-03","median_stated_pay_usd":197500},{"name":"PyTorch","layer":"frameworks","postings":15,"share":0.0515,"required":13,"open_postings":13,"first_seen":"2023-08-21","last_seen":"2026-09-21","median_stated_pay_usd":265000},{"name":"ArduPilot","layer":"frameworks","postings":15,"share":0.0515,"required":12,"open_postings":8,"first_seen":"2025-03-07","last_seen":"2026-09-25","median_stated_pay_usd":185000},{"name":"GCP","layer":"cloud","postings":15,"share":0.0515,"required":12,"open_postings":13,"first_seen":"2025-01-21","last_seen":"2026-09-16","median_stated_pay_usd":221000},{"name":"Sensor Fusion","layer":"practices","postings":15,"share":0.0515,"required":12,"open_postings":9,"first_seen":"2024-08-21","last_seen":"2026-09-21","median_stated_pay_usd":250000},{"name":"JavaScript","layer":"languages","postings":15,"share":0.0515,"required":6,"open_postings":11,"first_seen":"2023-07-27","last_seen":"2026-09-21","median_stated_pay_usd":250000},{"name":"Multimodal AI","layer":"practices","postings":14,"share":0.0481,"required":13,"open_postings":13,"first_seen":"2024-08-21","last_seen":"2026-09-21","median_stated_pay_usd":255000},{"name":"GitLab","layer":"cloud","postings":13,"share":0.0447,"required":13,"open_postings":4,"first_seen":"2025-03-07","last_seen":"2026-08-24","median_stated_pay_usd":180000},{"name":"Computer Vision","layer":"practices","postings":13,"share":0.0447,"required":12,"open_postings":13,"first_seen":"2022-07-29","last_seen":"2026-09-17","median_stated_pay_usd":235000},{"name":"Azure","layer":"cloud","postings":13,"share":0.0447,"required":10,"open_postings":11,"first_seen":"2025-01-21","last_seen":"2026-09-16","median_stated_pay_usd":220000},{"name":"Jenkins","layer":"tools","postings":13,"share":0.0447,"required":10,"open_postings":6,"first_seen":"2026-03-10","last_seen":"2026-09-22","median_stated_pay_usd":190000},{"name":"CMake","layer":"tools","postings":13,"share":0.0447,"required":4,"open_postings":7,"first_seen":"2026-03-10","last_seen":"2026-08-24","median_stated_pay_usd":185000},{"name":"TypeScript","layer":"languages","postings":12,"share":0.0412,"required":4,"open_postings":8,"first_seen":"2024-04-09","last_seen":"2026-09-21","median_stated_pay_usd":275000},{"name":"React.js","layer":"frameworks","postings":12,"share":0.0412,"required":2,"open_postings":8,"first_seen":"2023-07-27","last_seen":"2026-09-21","median_stated_pay_usd":270000},{"name":"Java","layer":"languages","postings":11,"share":0.0378,"required":11,"open_postings":9,"first_seen":"2025-07-04","last_seen":"2026-09-09","median_stated_pay_usd":220000},{"name":"Cursor","layer":"tools","postings":11,"share":0.0378,"required":10,"open_postings":6,"first_seen":"2026-05-05","last_seen":"2026-09-24","median_stated_pay_usd":200000},{"name":"Path Planning","layer":"practices","postings":11,"share":0.0378,"required":8,"open_postings":6,"first_seen":"2025-03-07","last_seen":"2026-09-25","median_stated_pay_usd":200000},{"name":"Bazel","layer":"tools","postings":9,"share":0.0309,"required":4,"open_postings":5,"first_seen":"2025-06-30","last_seen":"2026-08-18","median_stated_pay_usd":195000},{"name":"Digital Twin","layer":"practices","postings":9,"share":0.0309,"required":3,"open_postings":7,"first_seen":"2026-05-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":8,"share":0.0275,"required":8,"open_postings":3,"first_seen":"2026-05-05","last_seen":"2026-08-27","median_stated_pay_usd":200000},{"name":"Copilot","layer":"tools","postings":8,"share":0.0275,"required":8,"open_postings":3,"first_seen":"2026-05-05","last_seen":"2026-09-17","median_stated_pay_usd":200000},{"name":"Git","layer":"tools","postings":8,"share":0.0275,"required":7,"open_postings":7,"first_seen":"2023-02-23","last_seen":"2026-09-16","median_stated_pay_usd":195000},{"name":"PyTorch C++","layer":"frameworks","postings":8,"share":0.0275,"required":6,"open_postings":6,"first_seen":"2025-09-04","last_seen":"2026-08-25","median_stated_pay_usd":255000},{"name":"Reinforcement Learning","layer":"practices","postings":8,"share":0.0275,"required":6,"open_postings":7,"first_seen":"2024-09-17","last_seen":"2026-09-25","median_stated_pay_usd":285000},{"name":"Reinforcement Learning","layer":"practices","postings":8,"share":0.0275,"required":6,"open_postings":7,"first_seen":"2024-09-17","last_seen":"2026-09-25","median_stated_pay_usd":285000},{"name":"Buildkite","layer":"cloud","postings":8,"share":0.0275,"required":5,"open_postings":5,"first_seen":"2025-06-30","last_seen":"2026-08-25","median_stated_pay_usd":195000},{"name":"Claude","layer":"ai","postings":7,"share":0.0241,"required":6,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-09-24","median_stated_pay_usd":200000},{"name":"gRPC","layer":"tools","postings":7,"share":0.0241,"required":6,"open_postings":6,"first_seen":"2025-06-21","last_seen":"2026-09-22","median_stated_pay_usd":203500},{"name":"Multi-Agent Systems","layer":"practices","postings":7,"share":0.0241,"required":5,"open_postings":4,"first_seen":"2026-06-22","last_seen":"2026-09-21","median_stated_pay_usd":275000},{"name":"RTOS","layer":"cloud","postings":7,"share":0.0241,"required":5,"open_postings":5,"first_seen":"2024-09-26","last_seen":"2026-09-28","median_stated_pay_usd":220000},{"name":"SolidWorks","layer":"tools","postings":7,"share":0.0241,"required":5,"open_postings":6,"first_seen":"2026-05-01","last_seen":"2026-09-11","median_stated_pay_usd":148000},{"name":"MATLAB","layer":"languages","postings":7,"share":0.0241,"required":3,"open_postings":6,"first_seen":"2026-06-04","last_seen":"2026-09-16","median_stated_pay_usd":190000},{"name":"Human-in-the-Loop","layer":"practices","postings":7,"share":0.0241,"required":2,"open_postings":6,"first_seen":"2025-06-12","last_seen":"2026-09-21","median_stated_pay_usd":275000},{"name":"GitHub","layer":"cloud","postings":6,"share":0.0206,"required":6,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-10","median_stated_pay_usd":200000},{"name":"Terraform","layer":"tools","postings":6,"share":0.0206,"required":6,"open_postings":6,"first_seen":"2025-06-21","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Motion Planning","layer":"practices","postings":6,"share":0.0206,"required":5,"open_postings":6,"first_seen":"2025-09-24","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Protobuf","layer":"tools","postings":6,"share":0.0206,"required":5,"open_postings":4,"first_seen":"2026-02-02","last_seen":"2026-08-05","median_stated_pay_usd":180000},{"name":"SQL","layer":"languages","postings":6,"share":0.0206,"required":5,"open_postings":5,"first_seen":"2025-06-21","last_seen":"2026-09-28","median_stated_pay_usd":220000},{"name":"C","layer":"languages","postings":6,"share":0.0206,"required":1,"open_postings":4,"first_seen":"2026-07-24","last_seen":"2026-09-28","median_stated_pay_usd":190000},{"name":"Windows","layer":"cloud","postings":5,"share":0.0172,"required":5,"open_postings":3,"first_seen":"2026-03-25","last_seen":"2026-07-09","median_stated_pay_usd":135000},{"name":"IAM","layer":"practices","postings":5,"share":0.0172,"required":4,"open_postings":5,"first_seen":"2026-03-13","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":5,"share":0.0172,"required":4,"open_postings":5,"first_seen":"2026-03-07","last_seen":"2026-09-22","median_stated_pay_usd":225000},{"name":"Quantization","layer":"practices","postings":5,"share":0.0172,"required":4,"open_postings":5,"first_seen":"2025-03-05","last_seen":"2026-09-21","median_stated_pay_usd":285000},{"name":"Teleoperation","layer":"practices","postings":5,"share":0.0172,"required":4,"open_postings":5,"first_seen":"2026-06-02","last_seen":"2026-09-23","median_stated_pay_usd":300000},{"name":"Vision-Language-Action","layer":"practices","postings":5,"share":0.0172,"required":4,"open_postings":5,"first_seen":"2024-09-17","last_seen":"2026-09-21","median_stated_pay_usd":300000},{"name":"LLM","layer":"ai","postings":5,"share":0.0172,"required":3,"open_postings":5,"first_seen":"2025-06-12","last_seen":"2026-08-31","median_stated_pay_usd":222000},{"name":"Post-training","layer":"practices","postings":5,"share":0.0172,"required":3,"open_postings":5,"first_seen":"2024-09-17","last_seen":"2026-09-21","median_stated_pay_usd":300000},{"name":"Simulink","layer":"tools","postings":5,"share":0.0172,"required":3,"open_postings":4,"first_seen":"2026-06-04","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Unreal Engine","layer":"frameworks","postings":5,"share":0.0172,"required":2,"open_postings":5,"first_seen":"2026-06-22","last_seen":"2026-09-22","median_stated_pay_usd":220000},{"name":"GraphQL","layer":"tools","postings":5,"share":0.0172,"required":1,"open_postings":4,"first_seen":"2023-07-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"SLAM","layer":"practices","postings":5,"share":0.0172,"required":1,"open_postings":5,"first_seen":"2022-07-29","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":5,"share":0.0172,"required":0,"open_postings":2,"first_seen":"2026-06-22","last_seen":"2026-09-21","median_stated_pay_usd":275000},{"name":"Active Directory","layer":"cloud","postings":4,"share":0.0137,"required":4,"open_postings":2,"first_seen":"2026-03-13","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":4,"share":0.0137,"required":4,"open_postings":3,"first_seen":"2025-06-21","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":4,"share":0.0137,"required":4,"open_postings":4,"first_seen":"2026-04-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Gaussian Splatting","layer":"ai","postings":4,"share":0.0137,"required":4,"open_postings":4,"first_seen":"2025-08-19","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":4,"share":0.0137,"required":4,"open_postings":3,"first_seen":"2026-03-10","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":4,"share":0.0137,"required":4,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":4,"share":0.0137,"required":4,"open_postings":2,"first_seen":"2026-03-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":4,"share":0.0137,"required":3,"open_postings":4,"first_seen":"2025-06-30","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Embedded C","layer":"languages","postings":4,"share":0.0137,"required":3,"open_postings":3,"first_seen":"2026-07-24","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":4,"share":0.0137,"required":3,"open_postings":3,"first_seen":"2026-05-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"ROS2","layer":"frameworks","postings":4,"share":0.0137,"required":3,"open_postings":1,"first_seen":"2026-04-20","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":4,"share":0.0137,"required":3,"open_postings":2,"first_seen":"2023-08-21","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Imitation Learning","layer":"practices","postings":4,"share":0.0137,"required":2,"open_postings":4,"first_seen":"2025-08-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"MAVLink","layer":"tools","postings":4,"share":0.0137,"required":2,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":4,"share":0.0137,"required":1,"open_postings":3,"first_seen":"2026-07-06","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":4,"share":0.0137,"required":0,"open_postings":3,"first_seen":"2026-03-13","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Autonomous Navigation","layer":"practices","postings":3,"share":0.0103,"required":3,"open_postings":3,"first_seen":"2026-02-04","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0103,"required":3,"open_postings":1,"first_seen":"2026-03-25","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":3,"share":0.0103,"required":3,"open_postings":1,"first_seen":"2025-08-11","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":3,"share":0.0103,"required":3,"open_postings":3,"first_seen":"2024-09-17","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"STL","layer":"frameworks","postings":3,"share":0.0103,"required":3,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":3,"share":0.0103,"required":3,"open_postings":1,"first_seen":"2025-09-04","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":3,"share":0.0103,"required":3,"open_postings":3,"first_seen":"2025-03-05","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":3,"share":0.0103,"required":3,"open_postings":1,"first_seen":"2026-03-25","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Flyte","layer":"cloud","postings":3,"share":0.0103,"required":2,"open_postings":3,"first_seen":"2023-08-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":3,"share":0.0103,"required":2,"open_postings":3,"first_seen":"2026-07-24","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":3,"share":0.0103,"required":2,"open_postings":2,"first_seen":"2025-06-21","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":3,"share":0.0103,"required":1,"open_postings":3,"first_seen":"2024-09-17","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Gazebo","layer":"tools","postings":3,"share":0.0103,"required":1,"open_postings":3,"first_seen":"2026-06-02","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Blender","layer":"tools","postings":3,"share":0.0103,"required":0,"open_postings":3,"first_seen":"2026-06-22","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"MuJoCo","layer":"frameworks","postings":3,"share":0.0103,"required":0,"open_postings":3,"first_seen":"2026-03-28","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":3,"share":0.0103,"required":0,"open_postings":2,"first_seen":"2026-07-06","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Perception","layer":"practices","postings":3,"share":0.0103,"required":0,"open_postings":2,"first_seen":"2025-08-11","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":3,"share":0.0103,"required":0,"open_postings":1,"first_seen":"2026-03-25","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Synthetic Data","layer":"practices","postings":3,"share":0.0103,"required":0,"open_postings":3,"first_seen":"2026-03-28","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-03-13","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2025-06-21","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"DeepSpeed","layer":"frameworks","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"FSDP","layer":"frameworks","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-05-22","last_seen":"2026-08-22","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2025-06-12","last_seen":"2026-04-08","median_stated_pay_usd":null},{"name":"JTAG Debuggers","layer":"tools","postings":2,"share":0.0069,"required":2,"open_postings":0,"first_seen":"2026-08-08","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Megatron-LM","layer":"frameworks","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"NCCL","layer":"frameworks","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"ONNX","layer":"tools","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2025-03-05","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"ONNX Runtime","layer":"frameworks","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2026-04-08","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":2,"share":0.0069,"required":2,"open_postings":1,"first_seen":"2025-06-12","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2025-06-21","last_seen":"2026-02-10","median_stated_pay_usd":null},{"name":"Triton Inference Server","layer":"tools","postings":2,"share":0.0069,"required":2,"open_postings":2,"first_seen":"2023-08-21","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"ZeroMQ","layer":"frameworks","postings":2,"share":0.0069,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-03-28","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2024-09-17","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Unity","layer":"frameworks","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"World Models","layer":"practices","postings":2,"share":0.0069,"required":1,"open_postings":2,"first_seen":"2024-09-08","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"GTSAM","layer":"frameworks","postings":2,"share":0.0069,"required":0,"open_postings":2,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"LeRobot","layer":"frameworks","postings":2,"share":0.0069,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"NixOS","layer":"cloud","postings":2,"share":0.0069,"required":0,"open_postings":0,"first_seen":"2026-08-08","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"OpenCV","layer":"frameworks","postings":2,"share":0.0069,"required":0,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.0069,"required":0,"open_postings":2,"first_seen":"2026-06-25","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":2,"share":0.0069,"required":0,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"SQLAlchemy","layer":"frameworks","postings":2,"share":0.0069,"required":0,"open_postings":2,"first_seen":"2025-06-30","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-05-22","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Amazon EventBridge","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Android SDK","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"CAPA","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-08-08","last_seen":"2026-08-08","median_stated_pay_usd":null},{"name":"CARLA","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Cesium","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Cilium","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Crossplane","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Diffusion Models","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Diffusion Policy","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2025-08-19","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-03-28","last_seen":"2026-03-28","median_stated_pay_usd":null},{"name":"EtherCAT","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Express","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"FreeRTOS","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2024-09-26","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Gerrit","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-04-07","last_seen":"2026-04-07","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-08-08","last_seen":"2026-08-08","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Jetpack Compose","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"KEDA","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Karpenter","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Knative","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-04-07","last_seen":"2026-04-07","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-04-08","last_seen":"2026-04-08","median_stated_pay_usd":null},{"name":"LiteRT","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-04-08","last_seen":"2026-04-08","median_stated_pay_usd":null},{"name":"Localization","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2025-08-19","last_seen":"2026-02-13","median_stated_pay_usd":null},{"name":"MVI","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"MVVM","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Model Predictive Control","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"OWASP ZAP","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-03-13","last_seen":"2026-03-13","median_stated_pay_usd":null},{"name":"OpenTofu","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Podman","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-03-13","last_seen":"2026-03-13","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"QGIS","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-03-07","last_seen":"2026-03-07","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Sketch","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-05-22","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2025-06-12","last_seen":"2026-04-08","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2025-06-12","last_seen":"2026-03-28","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2025-03-05","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2025-08-05","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Wiz","layer":"cloud","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-03-13","last_seen":"2026-03-13","median_stated_pay_usd":null},{"name":"eBPF","layer":"practices","postings":1,"share":0.0034,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"3ds Max","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-05-22","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Altium Designer","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2022-09-06","last_seen":"2026-05-28","median_stated_pay_usd":null},{"name":"CUTLASS","layer":"frameworks","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"CesiumJS","layer":"frameworks","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Houdini","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Isaac Sim","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Kibana","layer":"cloud","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"MQTT","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2025-06-21","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Maya","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"NVIDIA Omniverse","layer":"cloud","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"NuttX","layer":"frameworks","postings":1,"share":0.0034,"required":0,"open_postings":0,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"QGroundControl","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Sim-to-Real","layer":"practices","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-08-22","last_seen":"2026-08-22","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"TFLite","layer":"frameworks","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-04-08","last_seen":"2026-04-08","median_stated_pay_usd":null},{"name":"Three.JS","layer":"frameworks","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"VLAN","layer":"practices","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"llama.cpp","layer":"tools","postings":1,"share":0.0034,"required":0,"open_postings":1,"first_seen":"2026-04-08","last_seen":"2026-04-08","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"GTSAM","first_seen":"2026-09-25"},{"name":"LeRobot","first_seen":"2026-09-21"},{"name":"DeepSpeed","first_seen":"2026-08-12"},{"name":"FSDP","first_seen":"2026-08-12"},{"name":"Megatron-LM","first_seen":"2026-08-12"},{"name":"NCCL","first_seen":"2026-08-12"},{"name":"OpenCV","first_seen":"2026-08-12"},{"name":"SLURM","first_seen":"2026-08-12"}],"rising":[{"name":"Docker","share_from":8,"share_to":25},{"name":"Ubuntu","share_from":2,"share_to":10},{"name":"Bash","share_from":2,"share_to":9},{"name":"PyTorch","share_from":0,"share_to":6},{"name":"ArduPilot","share_from":2,"share_to":7},{"name":"JavaScript","share_from":2,"share_to":7},{"name":"Kubernetes","share_from":8,"share_to":12},{"name":"Machine Learning","share_from":5,"share_to":9}],"falling":[{"name":"ROS","share_from":15,"share_to":7},{"name":"ROS2","share_from":6,"share_to":0},{"name":"AWS","share_from":10,"share_to":6},{"name":"Jenkins","share_from":8,"share_to":4},{"name":"Protobuf","share_from":5,"share_to":1},{"name":"Java","share_from":6,"share_to":3}],"not_seen_180d":[{"name":"Spark","last_seen":"2026-02-10"}]},"similar_stacks":[{"name":"Zoox","url":"https://alion.io/company/zoox/technologies","shared_technologies":130},{"name":"42dot","url":"https://alion.io/company/42dot/technologies","shared_technologies":129},{"name":"Symbotic","url":"https://alion.io/company/symbotic/technologies","shared_technologies":102},{"name":"Wayve","url":"https://alion.io/company/wayve/technologies","shared_technologies":104},{"name":"FieldAI","url":"https://alion.io/company/fieldai/technologies","shared_technologies":110},{"name":"Shield AI","url":"https://alion.io/company/shield-ai/technologies","shared_technologies":135},{"name":"Figure AI","url":"https://alion.io/company/figure-ai/technologies","shared_technologies":105},{"name":"Intuitive Surgical","url":"https://alion.io/company/intuitive/technologies","shared_technologies":133}],"html_url":"https://alion.io/company/applied-intuition/technologies","json_url":"https://alion.io/company/applied-intuition/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-01T04:17:16Z","generated_at":"2026-10-01T08:10:41Z"}}