Roku
AdTech
SeniorMachineLearningEngineer
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Machine Learning Engineer at Roku. Skills: Machine learning, ML infrastructure, Model lifecycle, Ad tech. Help build machine learning platform. Manage model lifecycle”
What You'll Achieve.
Improving ad relevance; Inferring demographics; Yield optimisation
Industry & Context.
Low-level systems debugging; Performance measurement; Optimization
What They're Looking For.
Must Have
Bachelors, Masters, or PhD in Computer Science, Statistics, or related field, 6+ years in industry experience, Great coding skills, Software development experience, Familiarity with real-time evaluation of models, Familiarity with distributed ML frameworks, Ability to work with large scale computing frameworks, Ability to work with data analysis systems, Ability to work with modelling environments
Nice to Have
Ad tech background is a plus
What You'll Do.
Help build machine learning platform
Manage model lifecycle
Perform feature engineering
Monitor prediction quality
Optimize production clusters
Partner with product managers
Partner with data scientists
Partner with engineers
Deliver impactful solutions
Learn emerging technologies
Adapt to industry trends
How You'll Work.
Team & Collaboration
Cross-functional teams
Full Job Description
Teamwork makes the stream work. Roku is changing how the world watches TV Roku is the #1 TV streaming platform in the U.S., Canada, and Mexico, and we've set our sights on powering every television in the world. Roku pioneered streaming to the TV. Our mission is to be the TV streaming platform that connects the entire TV ecosystem. We connect consumers to the content they love, enable content publishers to build and monetize large audiences, and provide advertisers unique capabilities to engage consumers. From your first day at Roku, you'll make a valuable - and valued - contribution. We're a fast-growing public company where no one is a bystander. We offer you the opportunity to delight millions of TV streamers around the world while gaining meaningful experience across a variety of disciplines. About the team Roku is the No. 1 TV streaming platform in the U.S., Canada, and Mexico with 70+ millions of active accounts. Roku pioneered streaming to the TV and continues to innovate and lead the industry. We believe Roku’s continued success relies on its investment in our machine learning/ML recommendation engine. Roku enables our users to access millions of contents including movies, episodes, news, sports, music and channels from all around the world. About the role We’re on a mission to build cutting-edge advertising technology that empowers businesses to run sustainable and highly-profitable campaigns. The Ad Performance team owns server technologies, data, and cloud services aimed at improving the ad experience. We're looking for seasoned engineers with a background in machine learning to aid in this mission. Examples of problems include improving ad relevance, inferring demographics, yield optimisation, and many more. Employees in this role are expected to apply knowledge of experimental methodologies, statistics, optimisation, probability theory, and machine learning using both general purpose software and statistical languages. What you’ll be doing ML infrastruc
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