Job Description
- Job Description:
- Lead the 0-1 development of the User Identity Knowledge Graph
- Identify and articulate the key challenges and opportunities in modeling user knowledge at scale
- Design, prototype, and deploy novel machine learning and knowledge representation models
- Prioritize and sequence research efforts, balancing long-term vision with near-term impact
- Collaborate with data scientists, engineers, product managers, and stakeholders across Netflix
- Requirements:
- Proven technical leadership in 0-1 or highly ambiguous problem spaces
- Deep expertise in knowledge graphs and/or graph neural nets
- Experience with modern ML/DL frameworks (e.g., PyTorch, TensorFlow)
- Experience with large-scale data processing (e.g., Spark, PySpark, Scala)
- Exceptional communication skills
- Strong ownership mindset and comfort with ambiguity
- PhD in Computer Science or a related field (or equivalent research experience) is strongly preferred
- Passion for impact: Demonstrated ability to connect research outcomes to business value and product strategy
- Benefits:
- Health Plans
- Mental Health support
- 401(k) Retirement Plan with employer match
- Stock Option Program
- Disability Programs
- Health Savings and Flexible Spending Accounts
- Family-forming benefits
- Life and Serious Injury Benefits
- Paid leave of absence programs
- Full-time hourly employees accrue 35 days annually for paid time off
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