Мэтч & Сопровод
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Описание вакансии
TL;DR
Post-Doctoral Researcher (AI): Conducting fundamental and applied research at the intersection of machine learning and high-stakes domains like medicine, finance, and law with an accent on developing models that bridge AI capabilities with real-world application requirements. Focus on designing large-scale experiments, publishing high-quality research, and collaborating with domain experts to shape the future of agentic enterprise AI.
Location: Must be based in Bellevue, WA, USA (On-site/Hybrid)
Salary: $160,000 – $220,000
Company
Snowflake is a cloud-based data platform company empowering enterprises to achieve their full potential through innovation and impact.
What you will do
- Formulate and execute research projects applying machine learning to medicine, finance, or law.
- Conduct independent and collaborative research leading to publications in top-tier AI venues.
- Design and execute large-scale experiments using modern deep learning frameworks.
- Develop models that bridge AI capabilities with practical constraints in regulated domains.
- Collaborate with research mentors, domain experts, and applied engineering teams.
- Contribute to the research community through open-source releases and academic partnerships.
Requirements
- PhD in Computer Science, Statistics, Mathematics, or related STEM field (or expected completion by start date).
- Research experience in machine learning or AI techniques.
- Proficiency in Python and experience with PyTorch, JAX, or TensorFlow.
- At least one scientific publication in top AI or domain-applied research venues.
- Ability to work independently and collaborate effectively across teams.
- Must be authorized to work in the United States.
Nice to have
- Experience fine-tuning or evaluating LLMs in applied domain settings.
- Familiarity with evaluation challenges such as fairness, explainability, and robustness.
- Experience with RAG, knowledge graphs, or structured reasoning.
- Publications at domain-applied AI venues like CHIL, ML4H, or FinNLP.
Culture & Benefits
- Collaborative environment focused on impact and innovation.
- Opportunity to work at the frontier of AI research.
- Access to high-quality research mentorship and industry-academic partnerships.
- Fixed-term 24-month position designed for career development.
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