Tranzeal Incorporated
Machine Learning Engineer
Tranzeal Incorporated, South San Francisco, California, United States
Job Title: Machine Learning Engineer
Location: South San Francisco, CA - Onsite
Duration: Long Term Contract Position
About the Role
We are seeking for a talented
Machine Learning Engineers
to advance structural and ML-based methods for molecular design. You'll work on cutting-edge projects in
drug discovery
, focusing on molecular optimization, Bayesian acquisition, probabilistic property prediction, and generative modeling for small and large molecules.
What You'll Do
Collaborate with ML scientists, engineers, computational chemists & biologists.
Develop
ML and Bayesian optimization workflows
for drug design.
Build
pipelines
for molecular property prediction & active learning.
Partner with therapeutic development teams to translate insights into solutions.
Lead existing projects and drive new research initiatives.
Qualifications
PhD in Computer Science, Chemistry, Chemical Engineering, Computational Biology, Physics (or related field), OR MS + 3+ years industry experience.
Hands-on experience with ML libraries in
production workflows
(e.g., PyTorch + Lightning + Weights & Biases).
Strong publication record (1+ high-impact first-author paper or equivalent).
Experience with
molecular dynamics
,
rdkit
, or computational chemistry.
Excellent communication & collaboration skills.