Discovery Scientists - AI for Science - Paris
Classified Tasks (18)
Augment (14)
AI assists, human decides
Publish open-access research to accelerate scientific discovery.
communication
Identify critical challenges in your scientific domain where AI/ML can drive breakthroughs.
analytical
Conduct literature reviews to situate research within existing work.
analytical
Formulate testable hypotheses for domain-specific research questions.
analytical
Design and run numerical experiments to evaluate hypotheses and models.
technical
Validate experimental results through quantitative evaluation and reproducibility checks.
analytical
Design advanced AI/ML algorithms, models, and frameworks (e.g., deep learning, LLMs, agentic AI).
technical
Implement AI/ML algorithms and research prototypes for domain-specific problems.
technical
Refine and iterate models and algorithms based on experimental feedback and metrics.
technical
Contribute to improving AI tools and platforms used for STEM research.
technical
Explore and pursue high-impact interdisciplinary projects at the intersection of domain expertise and AI.
creative
Develop and scale fundamental and industrial applications of AI for science.
technical
Enhance model capabilities to solve open scientific problems.
technical
Develop methods and tooling to systematically accelerate scientific simulations.
technical
Human-Only (4)
Requires human judgment
Lead independent research projects from ideation to implementation.
leadership
Collaborate with multidisciplinary teams of scientists, engineers, and domain experts to develop AI-driven solutions.
communication
Engage with customers and end-users to refine problem requirements and incorporate feedback.
communication
Set your own research agenda and drive projects to completion with minimal oversight.
leadership