2 часа назад
Senior Machine Learning Researcher (Healthcare AI)
170 000 - 220 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Researcher (Healthcare AI): Owning multimodal ML work-streams from ideation to production for radiology AI solutions with an accent on computer vision, NLP, and clinical data. Focus on designing rigorous evaluations, solving complex failure modes, and collaborating with clinical partners to improve patient care.
Location: Must be based in the United States (San Francisco Bay Area preferred).
Salary: $170,000 – $220,000 per year + equity.
Company
is a mission-driven healthcare startup transforming radiology with AI-driven solutions that save time, reduce burnout, and improve patient care.
What you will do
- Own multimodal ML work-streams from problem definition through experimentation, evaluation, and deployment.
- Translate clinical and product needs into clear ML objectives and data strategies.
- Build and evaluate modern ML systems using transformers, self-supervised learning, and segmentation techniques.
- Design rigorous evaluations that go beyond offline metrics to ensure clinical meaningfulness and robustness.
- Partner with engineering to productionize models and investigate failure modes like dataset bias or domain shift.
- Mentor researchers and engineers while contributing to the broader research roadmap.
Requirements
- Must be based in the United States.
- 4+ years of applied ML research or engineering experience.
- Strong hands-on ability in Python and PyTorch.
- Experience owning substantial ML projects across the full lifecycle.
- Deep understanding of computer vision, NLP, or deep learning.
- Ability to communicate technical tradeoffs to both ML experts and clinical partners.
Nice to have
- Experience with medical imaging (X-ray, CT, MRI) or radiology workflows.
- Familiarity with clinical validation, FDA, or HIPAA considerations.
- Publications or open-source contributions in relevant fields.
Culture & Benefits
- Comprehensive medical, dental, vision, and life insurance.
- HSA (with employer match), FSA, and DCFSA.
- 401(k) retirement plan.
- Flexible PTO policy and 11 paid company holidays.
- Annual company-wide and periodic team offsites.
- Annual equipment stipend.
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