AI
computational skill
Artificial intelligence methods applied to scientific problems — language models, deep learning, and intelligent systems.
AI in scientific contexts ranges from deep learning for image analysis to large language models that assist with research workflows. Research Atlas covers practical, defensible applications rather than hype.
Where AI is used
Careers using AI
Scientific Machine Learning Engineer
Builds machine learning systems for scientific applications — from research prototypes to production scientific software.
Scientific Data Scientist
Applies data science methods across scientific disciplines to extract insight from experimental and observational data.