Machine Learning Engineer, Entry

🕒 May 17

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Logo of Paramount

Paramount

10,000+ employees

Founded 1912

💼 Consulting

📣 Marketing

📱 Media

Consulting • Marketing • Media

Paramount is a global multimedia entertainment and news company that offers a range of services including direct-to-consumer digital subscription video on-demand and live streaming through Paramount+. It also owns Pluto TV, a leading free streaming television service, MTV, the world’s premier youth entertainment brand, and CBS Sports, a leader in television sports broadcasts. Paramount Pictures, since 1912, has been a legendary producer and distributor of films, hosting a library of over 1,000 titles. The company is deeply committed to inclusion and impact, focusing on diversity, global sustainability, and content that affects change. Being a significant player in both live and on-demand streaming services, Paramount embraces a wide array of content from sports to kids’ entertainment, comedy, and groundbreaking documentaries, impacting both linear and streaming platforms globally.

📋 Description

• Own the implementation of features for JBI (Jump Back In) and YNW (Your Next Watch) • Use Qdrant to find high-relevance candidates for re-entry carousels based on session history and global trends • Use MLFlow to manage, track, and deploy experiments • Develop and serve models in GCP using TensorFlow/PyTorch • Participate in design reviews • Build the logic that makes the app feel personalized for users with little data • Optimize for the "Play" button as a signal of user commitment

🎯 Requirements

• 3+ years in MLE • Experience with GCP and MLFlow • Proficiency in TensorFlow/PyTorch • Knowledge with Vector DBs • Proven ability to implement features that solve the "Cold Start" problem for new users • Experience managing, tracking, and deploying experiments to ensure a high bar for reproducibility.

🏖️ Benefits

• medical • dental • vision • 401(k) plan • life insurance coverage • disability benefits • tuition assistance program • PTO

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