Resumen del rol

Machine Learning Engineer- Relevance & Learning Systems

Requisitos y responsabilidades

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What You’ll Do

  • Build and productionize feedback loops that improve agent performance over time
  • Build the evaluation infrastructure – offline metrics, regression suites, and experiment analysis
  • Own the signal pipelines end-to-end: instrument events, build clean labeled datasets, and translate user behaviors into reliable learning signals
  • Design lightweight reinforcement learning / bandit-style approaches where appropriate
  • Partner closely with product and engineering to define success metrics and optimize for them
  • Design and analyze experiments that validate whether learning system changes actually improve real outcomes
  • Improve ranking, recommendations and decision making within the agent
  • Iterate quickly: Ship → measure → learn → improve

What Success Looks like

  • You ship quickly and drive measurable improvements in core product metrics
  • You turn noisy user behavior into reliable learning signals that improve the agent over time
  • You own systems end to end and operate comfortably in production

Ideal Background

  • 5-8 years hands on experience building and shipping ML systems
  • Bachelor’s or Master's degree in computer science
  • Experience shipping ML systems to production and have worked on recommendation systems, ranking, personalization or optimization problems
  • Deep knowledge in Python and model ML tooling
  • Pragmatic: you choose simple, effective solutions over theoretically perfect ones

Compensation & Benefits

  • Equity in the form of stock options
  • Medical, dental, and vision coverage
  • 401(k) plan
  • Flexible PTO and company holidays
  • Fully remote work within the United States
  • Periodic company offsites and team gatherings
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