Roku
TV streaming platform
SeniorMachineLearningEngineer
“Senior Machine Learning Engineer at Roku. Skills: Machine Learning, Deep Learning, Machine Learning Platform development, Statistical techniques. Apply various methodologies to solve challenging problems in Advertising related to conversion modeling aligned with attribution methodologies/models, calibration, dynamic creative generation and optimization, forecasting and timeseries modeling, yield and margin optimization and Experimentation for A and multivariate testing. Work on building out a SO”
What You'll Achieve.
Optimizing performance; Optimize and deploy complex models at large scale and low latencies
Industry & Context.
Problem-solvers
What They're Looking For.
Must Have
BS or higher in CS, ECE or a related field, 5+ years of experience in building out Machine Learning platforms or applying Deep Learning methodologies
Nice to Have
MS or higher CS, ECE or a related field, Experience in the Advertising domain, Contributions to open-source ML projects
What You'll Do.
Apply various methodologies to solve challenging problems in Advertising related to conversion modeling aligned with attribution methodologies/models
dynamic creative generation and optimization
forecasting and timeseries modeling
yield and margin optimization and Experimentation for A and multivariate testing
Work on building out a SOTA machine learning platform
Building SOTA Deep learning discriminative models
Build generative models to generate image and video ads geared towards optimizing performance
Building and evolving a SOTA Machine Learning Platform from feature generation to realtime inferencing that can optimize and deploy complex models at large scale and low latencies
Be forward thinking about advancements in ML related areas
How You'll Work.
Team & Collaboration
Collaborate cross functionally; Teams work in the office Monday through Thursday; Collaboration and trust
Communication Scope
Ability to communicate and collaborate cross functionally
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