VP of Research, Machine Learning
Tasks
- Advance mixture of experts
- Advance retrieval augmented training
- Decide model architecture strategy
- Define context representation
- Define guardrail strategy
- Design memory systems
- Develop multimodal systems
- Develop reasoning methods
- Drive model distillation
- Enable multi agent orchestration
- Evaluate real world usefulness
- Implement safety strategy
- Lead alignment initiatives
- Measure robustness
- Orchestrate AI workflows
- Partner with product engineering
- Plan AI actions
- Set research direction
- Set research technical standards
Perks/Benefits
- N/A
Skills/Tech-stack
Agent systems | Alignment | GPU Inference | GPU Training | Guardrails | JAX | Knowledge Distillation | Machine Learning | Mixture of Experts | Model Evaluation | Multi-Agent | Multi-Agent Systems | Multimodal Machine Learning | PyTorch | Python | Retrieval-Augmented Generation | Safety engineering
Education
N/A
Roles
Machine Learning Researcher | Researcher | VP | VP of Research
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