Senior Machine Learning Scientist (Agentic AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Machine Learning Scientist (Agentic AI): Designing and deploying production-grade autonomous AI agents and multi-modal foundation models for oncology with an accent on multi-step biological reasoning and multi-omic data integration. Focus on architecting systems for autonomous hypothesis generation, tool use in cancer genomics, and translating complex data into clinical insights.
Location: Remote (USA)
Salary: $169,800 – $212,300 USD
Company
is a global leader in cell-free DNA (cfDNA) testing, dedicated to oncology, women’s health, and organ health through personalized genetic diagnostics.
What you will do
- Lead the technical design and deployment of multi-agent systems for autonomous hypothesis generation and clinical trial matching.
- Advance transformer-based foundation models by integrating DNA, RNA, and H&E imaging modalities.
- Implement LLM reasoning frameworks (ReAct, Chain-of-Thought) and reinforcement fine-tuning (RFT) to ensure explainable clinical rationales.
- Architect systems that translate complex multi-modal data into human-verifiable diagnostic and therapeutic insights.
- Own the technical strategy and product roadmap for agentic workflows across Biopharma Solutions and Therapeutics Discovery.
- Establish production-grade ML engineering standards to ensure model transparency and scientific auditability.
Requirements
- PhD or Master's degree in Computer Science, Bioinformatics, Statistics, or a related quantitative field.
- 8 or more years of experience in AI research or engineering, moving multi-agent architectures from prototype to production.
- Deep experience with agentic frameworks (LangChain, Claude Agent SDK), RAG, and validation frameworks for autonomous agents.
- Strong understanding of cancer genomics (WES/WTS), mutational signatures, and structure-activity relationships.
- Advanced PyTorch development and experience with distributed training on large GPU clusters (NVIDIA H100s).
- Must be based in the USA.
Culture & Benefits
- Annual performance incentive bonus and long-term equity awards.
- Comprehensive health benefits including medical, dental, and vision plans.
- 401(k) with company match.
- Generous paid time off and company holidays.
- Free genetic testing for employees and their immediate families.
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