{"company":{"id":16910,"name":"Epfl","domain":"epfl.ch","url":"https://alion.io/company/epfl"},"answer":"Epfl builds mostly with Python, C++, MATLAB, Julia. Its stack also includes vLLM, PyTorch, Ray, CUDA Toolkit. Python is named in 13 of the 17 job postings Epfl published in the last 12 months (76%). Counted by Alion from the job postings of Epfl, updated Oct 11, 2026.","window_days":365,"postings_analysed":17,"open_postings":17,"technologies_in_use":54,"modernity_score":70,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":13,"share":0.7647,"required":13,"open_postings":13,"first_seen":"2026-09-18","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":9,"share":0.5294,"required":9,"open_postings":9,"first_seen":"2026-09-19","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":3,"share":0.1765,"required":3,"open_postings":3,"first_seen":"2026-09-25","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":3,"share":0.1765,"required":3,"open_postings":3,"first_seen":"2026-09-25","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.1765,"required":3,"open_postings":3,"first_seen":"2026-09-19","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-09-25","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SGLang","layer":"frameworks","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":2,"share":0.1176,"required":2,"open_postings":2,"first_seen":"2026-09-19","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"GDAL","layer":"frameworks","postings":2,"share":0.1176,"required":1,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"GRASS GIS","layer":"tools","postings":2,"share":0.1176,"required":1,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"QGIS","layer":"tools","postings":2,"share":0.1176,"required":1,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Altium Designer","layer":"tools","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"DeepSpeed","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Explainable AI","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"GNN","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Julia","layer":"languages","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Keystone Engine","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Megatron-LM","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"OCaml","layer":"languages","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"ROS","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"ROS2","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Reward Modeling","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SFT","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"TRL","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Tokenization","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Assembly","layer":"languages","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"NCCL","layer":"frameworks","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.0588,"required":0,"open_postings":1,"first_seen":"2026-09-19","last_seen":"2026-09-19","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Liquid AI","url":"https://alion.io/company/liquid-ai/technologies","shared_technologies":31},{"name":"RadixArk","url":"https://alion.io/company/radixark/technologies","shared_technologies":28},{"name":"Luma AI","url":"https://alion.io/company/luma-ai/technologies","shared_technologies":30},{"name":"Institute of Foundation Models","url":"https://alion.io/company/institute-of-foundation-models/technologies","shared_technologies":34},{"name":"Thinking Machines Lab","url":"https://alion.io/company/thinking-machines-lab/technologies","shared_technologies":31},{"name":"Fuse Energy","url":"https://alion.io/company/fuse-energy/technologies","shared_technologies":30},{"name":"Preferred Networks","url":"https://alion.io/company/preferred-networks/technologies","shared_technologies":29},{"name":"Argonne National Laboratory","url":"https://alion.io/company/argonne/technologies","shared_technologies":33}],"html_url":"https://alion.io/company/epfl/technologies","json_url":"https://alion.io/company/epfl/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-11T19:24:55Z","generated_at":"2026-10-12T07:02:28Z"}}