Machine Learning Engineer
About The Position
We are seeking a Machine Learning Engineer to join the PlutoTV pod. You will focus on Channel, Guide, and Schedule personalization. Your goal is to make the FAST (Free Ad-supported Streaming TV) experience feel as dynamic as a premium on-demand service. You will help build the models that select which channels appear in the guide and how content is scheduled to maximize viewer session length. This role requires deep knowledge of FAST systems and the unique constraints of linear programming. You will implement features within our GCP stack, leveraging Qdrant for content similarity and Post-training RL to optimize the "Lean-back" viewing experience. Why This Role Matters Modernizing Linear TV: You are part of the team transforming the static EPG (Electronic Programming Guide) into a personalized, data-driven discovery engine. Optimizing the "Lean-Back": Your models help users find something to watch immediately, reducing the friction inherent in "channel surfing." Global Scale: PlutoTV is a leader in the FAST space; your code will impact the viewing habits of millions of users worldwide.
Requirements
- Minimum: 3+ years in MLE; proficiency in Python/SQL; experience with TensorFlow/PyTorch and GCP.
Nice To Haves
- Knowledge with FAST or Broadcast TV data structures; experience with Qdrant or similar vector databases.
Responsibilities
- Feature Development: Design and deploy ML components for channel ranking and guide personalization.
- FAST Metadata Integration: Work with linear scheduling data to create features that account for "Current" vs "Next" program relevance.
- Vector-Based Similarity: Use Qdrantto group similar channels and content to improve the "More Like This" experience within the guide.
- Model Refinement: Train and iterate on models using TensorFlow/PyTorch, focusing on session-start and watch-time metrics.
- Independent Execution: Own the delivery of defined tasks within the PlutoTV roadmap, from data exploration to production deployment.
Benefits
- medical
- dental
- vision
- 401(k) plan
- life insurance coverage
- disability benefits
- tuition assistance program
- PTO
- bonus eligible
- Attractive compensation and comprehensive benefits packages
- Generous paid time off
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Education Level
No Education Listed
