VP of Research, Machine Learning
Tasks
- Apply model distillation
- Build evaluation frameworks
- Define research direction
- Design planning and orchestration methods
- Develop memory and reasoning systems
- Develop mixture of experts techniques
- Develop multimodal systems
- Explore retrieval augmented training
- Implement alignment safety and guardrails
- Implement multi-agent orchestration
- Measure usefulness robustness safety
- Own context representation
- Partner with product and engineering teams
- Select model architectures and integrations
Perks/Benefits
- N/A
Skills/Tech-stack
AI alignment | Agent systems | GPU Inference | GPU Training | JAX | Knowledge Distillation | Machine Learning | Mixture of Experts | Model Evaluation | Model safety | Multi-Agent | Multi-Agent Systems | Multimodal Learning | PyTorch | Python | Retrieval-Augmented Generation
Education
N/A
Roles
Machine Learning Researcher | Researcher | VP | VP of Research
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