Staff Machine Learning Scientist - Translational AI
Tasks
- Apply molecular genomic pathology foundation models to clinical questions
- Build and evaluate ML models for genomics transcriptomics ctDNA imaging and clinical metadata
- Build scalable reproducible workflows with engineering teams
- Collaborate with bioinformatics medical and clinical teams
- Design fine tuning and representation analysis workflows
- Develop clinical evaluation frameworks for translational utility and robustness
- Drive scientific communication through publications and conference talks
- Identify failure modes bias and uncertainty and propose mitigation
- Lead translational AI modeling strategy
Perks/Benefits
- 401k benefits
- Commuter benefits
- Comprehensive medical, dental and vision plans
- Employee referral program
- Fertility care benefits
- Free testing
- Life and disability plans
- Pregnancy and baby bonding leave
Skills/Tech-stack
Biomarker Discovery | Captum | Deep Sequence Models | Deep learning | Fine Tuning | Foundation Models | HuggingFace Transformers | MLflow | Machine Learning | Molecular Recurrence Modeling | Multimodal Learning | Outcome Prediction | PEFT | Patient Stratification | PyTorch | Representation Learning | Self-Supervised Learning | Self-supervised | Sequence Models | Supervised Learning | Therapy Response Assessment
Education
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