Senior ML Platform Engineer - Real-Time Recommendations

Socket.dev

New York (NY)

On-site

USD 230,000 - 360,000

Full time

9 days ago

Get more replies from employers

Send a job-specific resume in minutes.

Benefits offered by this job

Health insurance

Equity awards

Life insurance

Parental leave

Wellness benefits

401(k) retirement options

Job summary

Roku invites a skilled Machine Learning Platform Engineer to join its Recommendations team in New York. You will design and scale distributed systems powering personalized content recommendations for millions of Roku users.

You will focus on end-to-end ML platforms enabling deployment, monitoring, and optimization of algorithms at scale. Ideal candidates have 5+ years in software, strong CS fundamentals, and fluency in Java/Scala/Kotlin/Python, plus experience with big data systems and ML

Qualifications

5+ years of experience building software solutions to concrete problems.

Responsibilities

Design, build, and maintain scalable platform services: feature store, real-time inference services, vector DBs, etc., that serve millions of transactions per second.
Run and monitor online AB tests via robust platform services, analyzing platform metrics and business KPIs to optimize recommendation system performance.
Collaborate closely with US-based engineering and cross-functional teams to translate business requirements into modular platform components and APIs.
Enhance and evolve the ML platform ecosystem to support high developer velocity, system scalability, and adaptability to future business needs.
Contribute to onboarding, training, and mentoring new team members on emerging platform engineering best practices and technologies.