Director, Machine Learning Science

The Knot Worldwide

Remote
Remote
Semantic search and embedding retrieval
Personalization and real-time recommendations
Python for ml systems
Lead and mentor a high-performing Machine Learning Science team focused on delivering impactful ML/AI solutions that drive business outcomes

Job Summary

  • Lead and mentor a high-performing Machine Learning Science team focused on delivering impactful ML/AI solutions that drive business outcomes.
  • Drive research and development of machine learning models, including semantic search, personalized and real-time recommendations, and agentic learning approaches.
  • Recruit, develop, and retain a diverse team of top-tier scientific talent, elevating the capabilities and influence of The Knot’s Machine Learning Science organization.

Matching Summary

Lead and mentor a high-performing Machine Learning Science team focused on delivering impactful ML/AI solutions that drive business outcomes.

Skills & Requirements

Must-have

  • semantic search and embedding retrieval
  • personalization and real-time recommendations
  • Python for ML systems
  • production ML systems deployment
  • statistical modeling and experimental design

Nice-to-have

  • cloud-native platforms
  • Google Cloud Platform
  • AWS
  • Vertex AI
  • internal knowledge sharing
  • external publications

Key Requirements

  • M.S. or Ph.D. in quantitative field
  • 7-10 years hands-on ML experience
  • Proven track record managing science teams
  • Exceptional technical communication skills

Work Rights

Not specified

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