Translational ML Scientist
Core
Build diagnostic and prognostic ML models (classifiers, risk prediction, biomarker discovery) to power clinical and consumer products using the world's largest vaginal microbiome dataset.
Role type
Senior ML Translational Scientist (Computational Biology)
Builds
Production diagnostic tools, risk prediction models, and personalized treatment pathways for women's health conditions.
Domain
Women's health, microbiome science, clinical diagnostics
Deliverable
production ML models
Required skills
Machine learning, computational biology, Python, PyTorch, scikit-learn, microbiome data analysis, feature engineering, model validation, product translation
Preferred skills
PhD in computational biology/bioinformatics/ML/statistics, industry experience shipping models, cross-functional collaboration
Technologies
PyTorch, scikit-learn, QIIME2, MetaPhlAn, HUMAnN
Responsibilities
Build classifiers and risk prediction models; work hands-on with shotgun metagenomics and patient-reported outcomes; own models end-to-end from feature engineering to production; partner with R&D to define model requirements; translate model outputs into clinical features; set modeling standards for evaluation and reproducibility; shape the modeling roadmap.
Seniority
Senior, hands-on IC
