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22 hours ago
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python pytorch data processing model evaluation rlhfπ Description
- Design and implement post-training systems with researchers
- Build and maintain infra for large-scale model training and data processing
- Develop frameworks to verify the quality of specialized domain datasets
- Create next-generation LLM benchmarks for evaluation and capabilities
- Optimize performance across software and hardware for post-training experiments
- Collaborate across disciplines to validate model improvements and benchmarks
π― Requirements
- Strong Python programming for clean, scalable code
- Experience building large-scale post-training systems and data processing
- Deep PyTorch expertise and post-training techniques (RLHF, constitutional AI)
- Background in applied ML, model evaluation, or data quality at scale
- Experience with benchmark design, evaluation methodologies, and performance frameworks
- Clear communication and collaboration for cross-functional research teams
π Benefits
- Equity in a fast-growing company
- 401(k) match and financial coaching
- Paid parental leave and fertility benefits
- Medical, dental, and vision coverage with wellness stipend
- Learning stipend and ongoing development support
- Flexible PTO, holidays, and SF office perks
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