[Remote] Machine Learning Engineer, Ads Personalization
Note: The job is a remote job and is open to candidates in USA. Paramount is a company on a mission to entertain the planet, and they are seeking a Machine Learning Engineer to join the PlutoTV pod. The role focuses on channel, guide, and schedule personalization to enhance the FAST viewing experience through data-driven models and features.
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
Skills
- Minimum: 3+ years in MLE
- Proficiency in Python/SQL
- Experience with TensorFlow/PyTorch
- Experience with GCP
- Knowledge with FAST or Broadcast TV data structures
- Experience with Qdrant or similar vector databases
Benefits
- Medical
- Dental
- Vision
- 401(k) plan
- Life insurance coverage
- Disability benefits
- Tuition assistance program
- PTO
- Bonus eligible
- Generous paid time off
- Opportunities for both on-site and virtual engagement events
- Unique opportunities to make meaningful connections and build a vibrant community, both inside and outside the workplace
Company Overview
Company H1B Sponsorship