{"company":{"id":2032562,"name":"CFD Research","domain":"cfd-research.com","url":"https://alion.io/company/cfd-research"},"answer":"CFD Research builds mostly with Python, C++, MATLAB, JavaScript. Its stack also includes Kubernetes, CUDA Toolkit, CUDA, Angular. Python is named in 23 of the 40 job postings CFD Research published in the last 12 months (58%). Counted by Alion from the job postings of CFD Research, updated Oct 8, 2026.","window_days":365,"postings_analysed":40,"open_postings":38,"technologies_in_use":85,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":23,"share":0.575,"required":15,"open_postings":23,"first_seen":"2026-04-08","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":14,"share":0.35,"required":10,"open_postings":14,"first_seen":"2026-04-09","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":10,"share":0.25,"required":7,"open_postings":10,"first_seen":"2026-04-09","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"SolidWorks","layer":"tools","postings":9,"share":0.225,"required":8,"open_postings":7,"first_seen":"2026-07-07","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":9,"share":0.225,"required":4,"open_postings":9,"first_seen":"2026-04-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":9,"share":0.225,"required":3,"open_postings":9,"first_seen":"2026-04-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":8,"share":0.2,"required":8,"open_postings":8,"first_seen":"2026-07-30","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":8,"share":0.2,"required":5,"open_postings":8,"first_seen":"2026-04-09","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":7,"share":0.175,"required":5,"open_postings":7,"first_seen":"2026-07-30","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":7,"share":0.175,"required":3,"open_postings":7,"first_seen":"2026-09-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":7,"share":0.175,"required":3,"open_postings":7,"first_seen":"2026-09-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":7,"share":0.175,"required":2,"open_postings":7,"first_seen":"2026-04-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":7,"share":0.175,"required":2,"open_postings":7,"first_seen":"2026-04-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":5,"share":0.125,"required":5,"open_postings":5,"first_seen":"2026-06-29","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":5,"share":0.125,"required":5,"open_postings":5,"first_seen":"2026-03-27","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":5,"share":0.125,"required":3,"open_postings":5,"first_seen":"2026-04-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":5,"share":0.125,"required":2,"open_postings":5,"first_seen":"2026-04-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":5,"share":0.125,"required":1,"open_postings":5,"first_seen":"2026-04-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":4,"share":0.1,"required":4,"open_postings":4,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Sensor Fusion","layer":"practices","postings":4,"share":0.1,"required":4,"open_postings":4,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":3,"share":0.075,"required":2,"open_postings":3,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":3,"share":0.075,"required":2,"open_postings":3,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":3,"share":0.075,"required":2,"open_postings":3,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.075,"required":1,"open_postings":3,"first_seen":"2026-06-24","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Synthetic Data","layer":"practices","postings":3,"share":0.075,"required":1,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":3,"share":0.075,"required":0,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":3,"share":0.075,"required":0,"open_postings":3,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Fortran","layer":"languages","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-07-07","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-04-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Gitflow","layer":"practices","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Podman","layer":"tools","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-06-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Trivy","layer":"tools","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-04-09","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"CLIP","layer":"ai","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"ONNX Runtime","layer":"frameworks","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"RAPIDS","layer":"frameworks","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Self-Supervised Learning","layer":"practices","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Triton Inference Server","layer":"tools","postings":2,"share":0.05,"required":0,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Ada","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Julia","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"OpenGL","layer":"frameworks","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Sketch","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Calico","layer":"tools","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Cilium","layer":"tools","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Linkerd","layer":"cloud","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Matplotlib","layer":"frameworks","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Plotly","layer":"frameworks","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"NLP","first_seen":"2026-09-21"},{"name":"Hallucination","first_seen":"2026-09-21"},{"name":"LLM","first_seen":"2026-09-21"},{"name":"NumPy","first_seen":"2026-09-21"},{"name":"Pandas","first_seen":"2026-09-21"},{"name":"PyTorch","first_seen":"2026-09-21"},{"name":"RAG","first_seen":"2026-09-21"},{"name":"Rust","first_seen":"2026-09-21"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Michelin","url":"https://alion.io/company/michelin/technologies","shared_technologies":58},{"name":"Lawrence Livermore National Laboratory","url":"https://alion.io/company/llnl/technologies","shared_technologies":57},{"name":"General Motors","url":"https://alion.io/company/general-motors-europe/technologies","shared_technologies":62},{"name":"Symbotic","url":"https://alion.io/company/symbotic/technologies","shared_technologies":56},{"name":"Starfish Holdings","url":"https://alion.io/company/starfish/technologies","shared_technologies":55},{"name":"Atoms","url":"https://alion.io/company/atoms/technologies","shared_technologies":57},{"name":"SOSi","url":"https://alion.io/company/sosi/technologies","shared_technologies":57},{"name":"True Anomaly","url":"https://alion.io/company/true-anomaly/technologies","shared_technologies":65}],"html_url":"https://alion.io/company/cfd-research/technologies","json_url":"https://alion.io/company/cfd-research/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-08T17:12:20Z","generated_at":"2026-10-09T01:21:21Z"}}