Staff Machine Learning Engineer, Ads Auction (Ads Marketplace Quality)
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less than a minute ago
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Full time
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tensorflow pytorch kafka spark flink📋 Description
- Lead strategy, planning, and execution for ads marketplace, auction, pricing.
- Develop ML algorithms to improve ads marketplace efficiency and auction mechanisms.
- Oversee end-to-end ML workflows from data to deployment for marketplace optimization.
- Mentor engineers and foster innovation and technical excellence.
- Collaborate with cross-functional teams to ship products.
🎯 Requirements
- 8+ years of product development; 5+ years in data-driven marketplace optimization.
- Strong knowledge of ads marketplace optimization and auction/pricing mechanisms.
- Experience with large-scale data processing and distributed systems (Spark, Kafka, Beam, Flink).
- Proficiency with ML frameworks (TensorFlow, PyTorch) and feature engineering.
- Proficiency in Java, Python, Golang, C++ and statistical analysis.
- Proven cross-functional leadership and collaboration.
🎁 Benefits
- Comprehensive Healthcare Benefits
- 401k Matching
- Workspace benefits for your home office
- Personal & Professional development funds
- Family Planning Support
- Flexible Vacation and Reddit Global Wellness Days
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