Machine Learning Scientist

Added
5 days ago
Type
Full time
Salary
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Related skills

sql python deep learning recommendation systems personalization

๐Ÿ“‹ Description

  • Design, train, evaluate, optimize, and deploy production ML models.
  • Build recommendation, ranking, and personalization systems.
  • Apply RL, contextual bandits, online learning to improve outcomes.
  • Design systems balancing exploration and exploitation with multiple objectives.
  • Develop reward/feedback models from noisy or delayed signals.
  • Work with logged interaction data to improve decisions and reduce bias.

๐ŸŽฏ Requirements

  • Masterโ€™s degree or PhD in CS, Statistics, Applied Math, EE, Physics, or other quantitative field.
  • 5+ years building, evaluating, and deploying ML models in production.
  • Strong experience with modern deep learning frameworks and production ML workflows.
  • Experience with one or more of: recommendation, ranking, personalization, RL, contextual bandits, or online learning.
  • Strong Python and SQL skills.
  • Excellent communication and cross-functional collaboration.

๐ŸŽ Benefits

  • Medical, dental & vision insurance.
  • 401(k) matching.
  • Stock options.
  • Discretionary PTO.
  • Complimentary gym access.
  • Autonomy and upward mobility.
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