Staff Machine Learning Scientist (Translational AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Staff Machine Learning Scientist (Translational AI): Leading the architecture and validation of deep learning foundation models for genomic and multi-omic platforms with an accent on patient stratification and therapeutic monitoring. Focus on building clinically valid diagnostic assets by bridging advanced representation learning with empirical molecular data.
Location: Must be based in the US (Remote)
Salary: $163,200 - $220,000 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
- Serve as the principal technical authority on deploying molecular and genomic foundation models for oncology.
- Lead post-training and parameter-efficient fine-tuning (PEFT) of deep sequence and multimodal models.
- Design rigorous clinical evaluation frameworks to connect model performance to real-world translational utility.
- Partner with Computational Biology and Translational Science teams to translate clinical requirements into ML solutions.
- Translate complex model architectures into high-integrity data packages for clinical governance and leadership.
- Mentor the broader AI research group by providing technical feedback on modeling standards and experimental design.
Requirements
- PhD in Computer Science, Computational Biology, Bioinformatics, or a related quantitative field.
- 5+ years of industry or post-doctoral experience applying deep learning to complex biological or clinical datasets.
- Deep technical competency with transformer architectures, representation learning, and self-supervised learning.
- Expert proficiency in PyTorch and modern ML infrastructure (HuggingFace, MLflow, distributed GPU computing).
- Proven track record of translating ML outputs into verifiable biological or clinical performance indicators.
- Documented technical leadership through end-to-end project ownership and architectural design.
Nice to have
- Experience constructing multimodal models combining genomic sequencing with digital pathology or EHR data.
- Direct experience with clinical trial datasets or regulatory-facing modeling frameworks.
- Strong record of primary-author publications in high-impact machine learning venues.
Culture & Benefits
- Comprehensive medical, dental, vision, life, and disability insurance plans.
- Free genetic testing for employees and immediate family members.
- Fertility care benefits and pregnancy/baby bonding leave.
- 401k retirement benefits and commuter assistance.
- Opportunity to work with elite industry professionals in a high-growth, mission-driven environment.
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