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machine learning experimentation generative ai representation learning foundation models๐ Description
- Conduct original ML/AI research focusing on foundation models and generative AI
- Develop novel methods, models, and evaluation for personalization
- Design and run rigorous experiments to validate ideas
- Publish and present findings in scientific venues
- Collaborate with cross-functional partners to translate insights into product opportunities
- Define and evolve a forward-looking research agenda
๐ฏ Requirements
- Master's or PhD in ML/AI or related field (or equivalent)
- 2+ years of ML/AI research experience in industry or academia
- Publications or top conferences such as NeurIPS, ICML, ICLR
- Deep ML knowledge with experience in recommender systems, generative models, or representation learning
- Experience designing experiments and validating ideas on real-world data
- Collaborative, curious, and able to work with cross-functional teams
๐ Benefits
- Flexible work location with some in-person meetings
- Health insurance
- Six-month paid parental leave
- 401(k) retirement plan
- Monthly meal allowance
- 23 paid days off
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