Senior Product Manager, LLM.
Crimson House Singapore
SGD 132K-156K (estimate) Senior-level Full Time
Tasks
- Assess model infrastructure usage trade offs
- Assess model quality serving cost trade offs
- Define data requirements for alignment
- Define data requirements for evaluation
- Define data requirements for post training
- Define measurable outcomes
- Develop data acquisition methodologies
- Evaluate data production tools
- Improve data production workflows
- Improve data quality management
- Optimize product strategy
- Perform requirement analysis
- Plan model deployment
- Prioritize infrastructure resources
- Support model production rollout
- Translate challenges into problem statements
Perks/Benefits
- N/A
Skills/Tech-stack
AI infrastructure | Cost Optimization | Cost Performance | Cost-performance optimization | Data Quality | Data Quality Management | Fine Tuning | Human Feedback | LLM Alignment | Language Models | Large Language Models | Learning from Human Feedback | Machine Learning | Machine learning product management | Model Deployment | Model Evaluation | Performance optimization | Post-training | Preference optimization | Product Management | Quality management | Reinforcement Learning | Reinforcement Learning from Human Feedback | Resource prioritization | Supervised Fine Tuning
Education
N/A
Roles
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