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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Expertise in machine learning engineering with a focus on designing and implementing models for content scheduling and personalization in streaming environments. Proficient in delivering production-ready code using TensorFlow and PyTorch within GCP infrastructure.
Highest-signal resume keywords
Machine Learning EngineeringTensorFlow ProficiencyPyTorch ProficiencyGCP KnowledgeFAST Apps Experience
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine Learning EngineeringModel DesignContent SchedulingReal-Time Data ProcessingData Stream Management
Soft Skills
Mentoring Junior EngineersProblem Solving
Tools & Technologies
TensorFlowPyTorchGCP
Industry Keywords
Linear TV SchedulingFAST AppsStreaming DataUser PreferencesContent Affinity
Tech Stack
Tools & technologiesGoogle Cloud PlatformPyTorchTensorflow
About the role
Key responsibilities & impact- Design and implement models that dynamically reorder or highlight channels within the PlutoTV EPG
- Design models to support content scheduling decisions based on user preferences and content affinity
- Deliver production-ready TensorFlow and PyTorch code within GCP infrastructure
- Identify and mitigate issues related to live data streams and real-time scheduling constraints
- Guide junior engineers on Linear TV data and FAST-specific success metrics
- Lead design of complex scheduling and ranking features
- Personalize the PlutoTV Linear/FAST experience, including channel presentation, scheduling, and guide personalization
Requirements
What you’ll need- 5+ years of experience in machine learning engineering
- Knowledge of GCP
- Proficiency in TensorFlow and PyTorch
- Direct experience with FAST apps or linear TV scheduling
- Experience with “Always-on” streaming data
Benefits
Comp & perks- Medical insurance
- Dental insurance
- Vision insurance
- 401(k) plan
- Life insurance coverage
- Disability benefits
- Tuition assistance program
- PTO
- Bonus eligibility
- Attractive compensation and comprehensive benefits packages
- Generous paid time off
- On-site and virtual engagement events
- Opportunities to build meaningful connections and a vibrant community
