Senior Engineering Manager - Model Inference & Serving, AI Platform
Netflix
Los Gatos, CA (In Person)
Full-Time
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Job Description
You will:
- Set the vision and strategy for all aspects of model inference and serving at Netflix, ensuring our platform supports the next generation of ML innovation, including LLMs, GenAI, and real-time personalization.
- Lead and develop a cohort of engineering managers and technical leads responsible for core functions, including model routing, inference systems, experimentation, serving frameworks, and the performance and scalability of model serving at Netflix.
- Drive cross-team and cross-functional alignment, collaborating with ML researchers, product engineering, infrastructure, and platform partners to maximize business and member impact.
- Champion operational excellence and continuous improvement, ensuring reliability, scalability, and cost-effectiveness across all model serving systems. ### ### Key Responsibilities Vision & Strategy
- Define and communicate the pillar's multi-year vision, technical strategy, and roadmap.
- Anticipate future platform and business needs, especially as ML architectures and use cases evolve.
- Drive the transition from legacy, domain-based serving to a unified, modular, and domain-agnostic serving platform. Leadership & People Development
- Manage and mentor engineering managers and technical leads; build a strong leadership bench.
- Foster a culture of high performance, candor, innovation, and inclusion, aligned with Netflix's values.
- Attract, hire, and retain outstanding talent across the pillar. Technical Direction & Operational Excellence
- Set and uphold technical standards for reliability, scalability, and performance across all teams.
- Oversee development of foundational serving infrastructure: real-time/batch inference, frameworks, experimentation, control plane, and tooling.
- Ensure robust support for diverse model types (deep learning, LLMs, bandits, etc.), hardware targets (CPU/GPU), and SLAs.
- Own operational health and reliability at scale, including observability, SLOs, and incident response. Cross-Functional & Stakeholder Engagement
- Build and maintain strong partnerships with ML practitioners, product engineering, infrastructure, and platform teams.
- Represent the Model Serving pillar to Netflix senior leadership, clearly communicating the vision, progress, and priorities.
- Influence and drive alignment on platform direction, investment, and priorities. ### ### What You Need to Succeed
- Proven success managing multiple managers in high-scale ML infrastructure/platform environments.
- 10+ years of technical experience, with 5+ years in engineering management roles.
- Deep expertise in ML model serving, distributed systems, and high-scale production environments.
- Strategic thinking with a track record of delivering complex, cross-team initiatives.
- Excellent communication and stakeholder management skills.
- Experience driving organizational change and leading through ambiguity.
- Experience with modern ML frameworks (e.g., PyTorch, TensorFlow), inference engines (e.g., Triton, vLLM), and experimentation platforms is a strong plus.
- MS/PhD in Computer Science, Engineering, or related field, or equivalent experience preferred.
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