AIML - Sr Machine Learning Research Scientist, Data and ML Innovation
Core
Fundamental research on foundation models for scientific domains, developing methods to understand model behavior and applying findings to solve practical problems.
Role type
Senior IC machine learning research scientist (foundation models)
Builds
Novel research methods and experimental pipelines for scientific foundation models
Domain
Scientific AI / Foundation Models
Deliverable
research
Required skills
foundation model training, experimental design, Bayesian statistical methods, scientific inference, academic writing
Preferred skills
large language model training, vllm inference, Python, PyTorch/Jax, interpretability methods (activation patching, causal tracing)
Technologies
Python, PyTorch, Jax, vllm
Responsibilities
Design robust experiments to understand foundation model internals, implement methods in experiment pipelines, analyze and interpret experimental results, write papers for top-tier conferences/journals, communicate results to cross-functional teams
Seniority
Senior, hands-on IC