Principal Machine Learning Engineer, Ads Personalization
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Job Description
Principal Machine Learning Engineer leading efforts for ad personalization in streaming at Paramount. Driving technical roadmap and innovating algorithms for user experience and business success.
Responsibilities:
- Lead the Ad Pod, driving the technical roadmap for Pluto-specific ML use cases
- Architect retrieval and ranking systems to recommend linear channels to users in real-time
- Develop models that optimize channel scheduling and inform creation of algorithmic channels
- Design loss functions and reward systems that weigh user commitment against business health
- Lead vision for personalizing Electronic Programming Guide
Requirements:
- 6-8+ years of experience in machine learning engineering
- significant focus on Ad-Tech, Auction Dynamics, or Recommender Systems
- Deep mastery of Multi-Objective Optimization and constrained optimization
- Proven experience building and deploying ML models in high-throughput environments
- Skilled in Python, PyTorch/TensorFlow, and BigQuery
- Demonstrated ability to own a major technical domain and drive strategy
Benefits:
- medical
- dental
- vision
- 401(k) plan
- life insurance coverage
- disability benefits
- tuition assistance program
- PTO
- bonus eligible
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