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[Remote] Machine Learning Engineer, Ads Personalization

Remote Full-time Live

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.
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