Director, Machine Learning Engineering, Ads Quality

Added
6 days ago
Type
Full time
Salary
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Related skills

deep learning machine learning foundation models recommender systems embeddings

πŸ“‹ Description

  • Set the technical vision and multi-year strategy for Ads Quality machine learning, connecting model
  • Lead and develop a group of engineering managers, senior technical leaders, and machine-learning
  • Establish a coherent modeling roadmap across engagement, conversion, ROAS, relevance, ranking, and
  • Drive improvements in model quality, calibration, generalization, cold-start performance
  • Guide the evolution of Ads models toward larger, more generalizable architectures, including
  • Ensure that modeling investments translate into reliable production outcomes through strong offline

🎯 Requirements

  • Minimum 12 years of experience building and deploying machine-learning systems, including
  • Demonstrated success leading large-scale recommendation, ranking, advertising, search, marketplace
  • Strong understanding of modern deep-learning and recommender-system techniques, including sequence
  • Experience with conversion, value, ROAS, bidding, or other lower-funnel optimization problems is
  • Proven ability to connect modeling objectives and offline metrics to online experiments and
  • Experience operating production ML systems with demanding requirements for latency, availability

🎁 Benefits

  • Equity eligibility
  • Base salary range
  • Information regarding culture at Pinterest and benefits available can be found at Pinterest Life
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