Roku
TV streaming platform
SeniorMachineLearningEngineer
“Senior Machine Learning Engineer at Roku. Skills: Machine Learning, Deep Learning, generative models, discriminative models, timeseries modeling, realtime inferencing, optimization. solve a large variety of 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. b”
What You'll Achieve.
optimizing performance; optimize and deploy complex models at large scale and low latencies
Industry & Context.
solve a large variety of challenging problems
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, Ability to communicate and collaborate cross functionally
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.
solve a large variety of 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
building out a SOTA machine learning platform
Building SOTA Deep learning discriminative models and 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
Communication Scope
Ability to communicate and collaborate cross functionally
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