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Overview
- Atria is a revolutionary preventive healthcare movement built around one question: what is biologically possible, now and in the future
- Atria delivers comprehensive, personalized preventive care designed to extend healthy lifespan through meticulous screening, advanced therapeutics, and extraordinary compassionate care
- Atria is being built ground-up as a technology-forward, AI-native preventive medicine platform
The Opportunity
- Own the medical modeling roadmap that powers Atria's clinical AI agenda, from domain-specific models to foundation models for preventive medicine
- Work on a data estate few organizations have access to: whole-genome sequencing, whole-body MRI, longitudinal labs, wearables, and multi-generational family records
- Take the best of the open-source ecosystem and turn it into models that materially outperform off-the-shelf options on Atria's clinical problems
Responsibilities
- Own the medical modeling roadmap, identifying and building the model families and training approaches that move the clinical needle
- Survey the open-source and clinical/biomedical foundation model landscape and make defensible fine-tune, distill, or build decisions
- Lead fine-tuning and post-training work: SFT, LoRA/QLoRA, DPO and preference-tuning, RLHF/RLAIF, continued pre-training, and distillation
- Curate high-quality, PHI-safe training datasets from Atria's clinical data with rigorous sampling, labeling, and contamination checks
- Design and run rigorous evaluation against held-out clinical benchmarks and frontier baselines, with calibration and subgroup analysis
Qualifications
- 4+ years hands-on experience training and fine-tuning modern deep learning models, with shipped or published work
- Graduate degree (PhD preferred) in computer science, ML, computational biology, or biomedical informatics, or an equivalent open-source track record
- Deep, current fluency with SFT, PEFT (LoRA, QLoRA), preference tuning, distillation, and continued pre-training
- Strong Python and PyTorch with hands-on experience in the Hugging Face ecosystem (transformers, datasets, PEFT, TRL, accelerate)
- Healthcare or clinical/biomedical foundation model experience a strong plus
Engagement Details
- Full-time, Remote within the United States
- Performance-based bonus eligible
- Senior AI Scientist seat owning Atria's medical modeling agenda