Not specified; not specified; comprehensive benefi...
On-site
10+ years machine learning engineering experience
Experience managing ml or software engineering teams
Deep expertise in recommendation system architectures
The role involves leading a team of ML engineers in Bengaluru to drive the technical roadmap for Roku's recommendation systems impacting over 100 million active accounts
Job Summary
The role involves leading a team of ML engineers in Bengaluru to drive the technical roadmap for Roku's recommendation systems impacting over 100 million active accounts.
Candidates must possess deep expertise in multi-objective optimization, deep neural networks, and ranking models to power content discovery and personalization.
Roku offers a hybrid work approach where teams work in the office Monday through Thursday, with Fridays flexible for remote work.
Matching Summary
The role involves leading a team of ML engineers in Bengaluru to drive the technical roadmap for Roku's recommendation systems impacting over 100 million active accounts.
Salary
Not specified; Not specified; Comprehensive benefits including healthcare, retirement options, and wellness support
Skills & Requirements
Must-have
10+ years machine learning engineering experience
Experience managing ML or software engineering teams
Deep expertise in recommendation system architectures
Strong software engineering fundamentals
Experience with PyTorch/TensorFlow and Spark
Proven track record shipping consumer-facing ML models
Nice-to-have
PhD in Computer Science or related quantitative field
Familiarity with LLM-based approaches for recommendations
Experience with reinforcement learning in production
Ability to balance research investments with production
Passion for consumer-facing ML products
Key Requirements
BS/MS in Computer Science, Mathematics, Statistics, or related field
10+ years of experience in machine learning engineering
Experience managing an ML or software engineering team