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
Paramount is a leading media and entertainment company that creates premium content and experiences for audiences worldwide. It was founded in 1914, and is headquartered in New York, New York, USA, with a workforce of 10001+ employees. Its website is https://www.paramount.com.Company H1B Sponsorship
Paramount has a track record of offering H1B sponsorships, with 2 in 2024. Please note that this does not guarantee sponsorship for this specific role.