EPM Scientific ยท 6 hours ago
Machine Learning Research Engineer - Training
San Francisco County, CA
Full-time
Onsite
Mid, Senior Level
$200K/yr - $260K/yrEPM Scientific is partnered with a frontier small molecule discovery team based in San Francisco and New York, led by world-class researchers and engineers. The role involves designing and scaling training pipelines for physics-informed models, collaborating with experts to enhance model performance and contribute to advancements in drug discovery and materials design.
BiotechnologyRecruiting
Hiring Manager
Spencer Olmos
Responsibilities
Developing robust workflows for large-scale pretraining and fine-tuning of physics-informed models
Architecting strategies for representation learning, uncertainty estimation, and multi-task objectives
Building interpretability and diagnostic tools to guide model improvements and ensure reproducibility
Collaborating with researchers to debug complex training dynamics and optimize performance across distributed systems
Qualification
Required
Strong experience in machine learning research engineering, with a focus on training large models
Deep understanding of optimization, architecture tuning, and representation learning
Proficiency in Python and ML frameworks such as PyTorch, JAX, or similar
Familiarity with distributed training environments (multi-GPU, multi-node) and workflow automation
Ability to translate scientific goals into scalable engineering solutions
Company
EPM Scientific
EPM Scientific is proud to be a leading specialist recruitment agency for the life sciences industry.
Founded in 2012
1001-5000 employees
Funding
Current Stage
Late StageLeadership Team
S
Sean P.
Senior Vice President Commercial - Field at EPM Scientific
Recent News
BioSpectrum Asia
2023-12-23
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