Product Lead, AI Email App
Tasks
- Collaborate with ML and engineering on system design
- Define end to end AI requirements
- Define evaluation frameworks for offline metrics online experiments human feedback
- Design system tradeoffs for quality latency cost reliability safety UX
- Drive execution with specifications and prioritization
- Establish quality bars and feedback loops
- Evaluate model behavior and system behavior
- Identify AI failure modes and recovery behaviors
- Own AI product quality correctness reliability usefulness trust
- Translate model capabilities into product decisions
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Cost Optimization | Evaluation metrics | Experimentation | Failure mode analysis | Human Feedback | Language Models | Large Language Models | Latency optimization | Machine Learning | Model Evaluation | Prompting | Reliability Engineering | Safety | System design | User Experience
Education
N/A
Roles
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