Research Scientist, AI for Clinical Translatability
NVIDIA · Santa Clara, CA · 3 wk ago
AnalystFull-time
About the role
Join NVIDIA in revolutionizing digital biology and accelerating drug discovery. This is a unique opportunity to apply your expertise in a fast-paced, collaborative environment where you'll develop tools to redefine possibilities in drug discovery, virtual cell, and beyond. Work alongside researchers, developers, and experts to tackle impactful challenges in healthcare.
Responsibilities
- Build models and datasets connecting early drug discovery to the clinic, spanning drug perturbation prediction, clinical translatability, patient stratification, and digital twins.
- Design benchmarks and evaluation methods for agentic systems in this domain, and characterize where current LLMs underperform.
- Publish original research and release open-source software.
- Collaborate with external research leaders in digital biology.
- Partner with research and engineering teams across NVIDIA to move research into products and services.
Requirements
- Bs/Ms or PhD in a quantitative field: computational biology, computer science, computational chemistry, physics, mathematics, or equivalent experience.
- Publication record in digital biology, ideally with clinical applications.
- 5+ years of experience building and training machine learning models at scale, along with the compute infrastructure that supports them.
- Proficiency with modern ML frameworks such as PyTorch or JAX.
- Fluency with the statistical foundations this work rests on (causal inference, experimental design, or clinical biostatistics).
- Ability to learn from and teach others to keep up with the latest developments and tools in the field.
- Ability to work collaboratively in a tight-knit team environment.
Skills
- Track record of state-of-the-art methods development in the clinical domain.
- Experience with clinical trial data, electronic health records, or regulatory science.
- Rigor in evaluation: temporal validation, benchmark design, assessing data leakage and easy inference, characterizing distribution shift.
- Background in open-source development.
Benefits
NVIDIA offers a competitive salary and a generous benefits package, widely considered among the best in the technology industry.
Pay
Base salary range: 168,000 USD - 264,500 USD. You will also be eligible for equity and benefits.
JR2022399