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forecasting llms rag genai ranking📋 Description
- Drive AI-native transformation of Roku's ad ops, guiding roadmap/design.
- Partner with stakeholders to surface needs and translate pain points into ML solutions.
- Design and ship production ML/agentic systems end-to-end (ranking, forecasting).
- Apply GenAI/LLMs to build scalable RAG pipelines, prompts, evaluation, guardrails.
- Define dashboards and SLOs tying model performance to outcomes.
- Provide technical leadership and mentorship across ML/AI teams.
🎯 Requirements
- Master's or PhD in CS/Math/Stats or equivalent practical experience.
- 8+ years of hands-on engineering with ML/AI leadership.
- Strong ML foundations: supervised/unsupervised learning, eval.
- Production ML/AI: LLMs, RAG, embeddings, multi-agent design.
- Hands-on model work for ranking, forecasting, NLP.
- Demonstrated technical leadership; ability to influence across teams.
🎁 Benefits
- Global mental health and financial wellness resources.
- Health, life, disability, dental, and vision coverage.
- Equity awards and retirement options (401(k)/pension).
- Parental leave and paid time off.
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