10 дней назад
Senior/Principal ML Scientist, Translational Biology (AI)
268 000 - 384 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior/Principal ML Scientist, Translational Biology (AI): Building systems that assess clinical program mechanisms, ground them in human biomedical data, and evaluate whether trial designs test the proposed biology with an accent on mechanistic evidence, patient populations, biomarkers, and endpoints. Focus on reproducible forecasting evaluations, contamination-resistant evidence assessment, and translating model outputs into therapeutic development decisions.
Location: San Francisco, CA, USA
Expected base salary range: $268,000–$384,000 USD per year, with bonus potential and early-stage equity.
Company
builds AI systems and automated scientific instruments for autonomous discovery across medicine, materials, and energy.
What you will do
- Build systems that assess whether clinical program mechanisms are established, assumed, or unexamined.
- Analyze human genetic, expression, cohort, trial, and real-world evidence to evaluate mechanism activity and relevance across patient populations.
- Assess endpoint selection, timing, biomarkers, assays, dose, schedule, eligibility, and enrichment criteria against the proposed mechanism.
- Design and run outcome-verifiable forecasts of real program progression using only information available at the prediction date.
- Co-design systems and evaluations with ML scientists, mechanism scientists, and engineers, and translate model outputs into therapeutic decisions.
- Communicate and publish findings for technical, scientific, and therapeutic audiences.
Requirements
- PhD in computational biology, translational bioinformatics, biomedical informatics, biostatistics, epidemiology, machine learning, or a related discipline focused on human biomedical data.
- Fluent Python and substantial experience analyzing human genetic, multi-omic, cohort, clinical trial, or real-world data in reproducible pipelines.
- Ability to reason mechanistically about therapeutic interventions and evaluate the evidence supporting each step.
- Working knowledge of clinical trial design, endpoints, biomarker strategy, eligibility, and enrichment.
- Ability to assess what was knowable at a given time and make evidence judgment reproducible through structured evaluation.
Nice to have
- Human genetics experience involving target identification, target validation, variants, QTL, or expression data.
- Experience with biomarker development, patient stratification, companion diagnostics, or enrichment strategies.
- Experience with clinical trial datasets, real-world data, observational cohorts, or forecasting methodology.
- Experience evaluating language models or agents on scientific judgment tasks with contamination and memorization controls.
- Familiarity with survival analysis, competing risks, calibration, GRADE, systematic reviews, or structured evidence frameworks.
Culture & Benefits
- Full-time U.S. employees receive medical, dental, and vision coverage.
- Benefits include employer-paid life and disability insurance, flexible time off, company-wide holidays, and paid parental leave.
- Educational assistance, commuter benefits, and subsidized lunch are available for eligible employees.
- International full-time employees receive benefits tailored to their region.
- The organization operates with startup speed and emphasizes truth, trust, curiosity, grit, and velocity.
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