Senior ML Research Scientist
Core
Design and implement novel ML models to solve advanced AI safety problems, integrating theoretical advancements into practical algorithms.
Role type
Senior IC machine learning research scientist (AI safety)
Builds
Novel ML models and experimental protocols for AI safety
Domain
AI safety, deep learning, frontier models
Deliverable
production ML models
Required skills
deep learning research, frontier model training/adaptation/fine-tuning, transfer learning, domain adaptation, meta learning, PyTorch, TensorFlow, JAX, Python software development, experiment management
Preferred skills
model alignment strategies, NLP, probabilistic graphical models, high-quality deep learning research track record
Technologies
PyTorch, TensorFlow, JAX
Responsibilities
Propose and implement novel ML models for AI safety; collaborate with mathematicians to integrate theory into algorithms; adapt frontier models for specific settings; design experimental protocols and evaluation frameworks; analyze experimental data to steer research; benchmark and optimize model performance with ML engineers
Seniority
Senior, hands-on IC