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Research Scientist (Test Time Compute)
Posted 6 days agoViewed
🏢 Company: Naptha AI👥 11-50💰 $6,000,000 Pre-seed 5 months agoDeveloper ToolsDeveloper PlatformArtificial Intelligence (AI)Machine LearningGenerative AIRobotic Process Automation (RPA)
Requirements:
- Python programming and ML frameworks (PyTorch, TensorFlow)
- Experience with model optimization techniques (quantization, pruning, distillation)
- MLOps and efficient model deployment
- Hardware acceleration (GPU, TPU optimization)
- Version control and collaborative development
- Experience with large language models
Responsibilities:
- Design and implement novel architectures for efficient model inference
- Develop frameworks for model compression and quantization
- Research approaches to optimize test-time computation across different hardware
- Create efficient protocols for distributed inference and resource management
- Implement and test new ideas through rapid prototyping
- Help design and implement efficient inference pipelines
- Develop scalable solutions for model deployment and serving
- Create tools and frameworks for performance monitoring and optimization
- Collaborate with engineering team on implementation
- Build proofs of concept for new optimization techniques
- Work closely with engineering team to implement research findings
- Mentor team members on advanced optimization techniques
- Contribute to technical strategy and roadmap
- Collaborate with external research partners when appropriate
- Help evaluate and integrate external research developments
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