Post-Training ML Research Scientist: Distillation

present of AI; San Francisco (CA); In loco; USD 160.000 - 260.000; Tempo pieno

Descrizione del lavoro

Baseten is seeking a researcher who can identify meaningful open problems in post-training and inference efficiency, design rigorous experiments at scale, and hand findings to engineers who ship them. The ideal candidate has deep ML research experience with strong publications and can translate ideas from theory to working code with measurable results, impacting production systems.

You will work on distillation, memory handling for long-running agents, and integrate results on a platform serving

Competenze

• Deep machine learning research experience with strong publications.
• First-author ML publications.
• Post-training and RL experiments.
• Open-source research contributions.
• Research that ties to production impact.

Mansioni

• Identify worthwhile post-training and inference efficiency problems.
• Design and run careful large-scale experiments.
• Translate findings into actionable improvements for engineers.
• Reproduce recent work on distillation or cache compression with open models.
• Write clear, reproducible results and documentation.

Conoscenze

ML Research

Publications

Experiment Design

Production impact

Descrizione del lavoro

Baseten is seeking a researcher who can identify meaningful open problems in post-training and inference efficiency, design rigorous experiments at scale, and hand findings to engineers who ship them. The ideal candidate has deep ML research experience with strong publications and can translate ideas from theory to working code with measurable results, impacting production systems.

You will work on distillation, memory handling for long-running agents, and integrate results on a platform serving