Machine Learning Researcher
5 days ago
At OpenReq, we're pushing the boundaries of AI research with our Etched ASICs. Unlike traditional AI chips, our technology offers a unique set of constraints that enable new research directions and products. As a Machine Learning Researcher, you'll lead efforts on research directions that trade compute for improved understanding and speed, particularly with agents and new search techniques.
Key Responsibilities
- Combine multi-agent with RAG to improve the quality of QA
- Evaluate new systems on standard benchmarks
- Design new and verifiable benchmarks for agent reasoning
- Design LLM content understanding-based recommendation systems
You'll be a great fit if you have:
- Past projects or publications with substantial impact in ML and/or CV
- Strong hands-on engineering skills, particularly with Python, PyTorch, CUDA, DDP/FSDP
- Deep understanding of open and closed-source model architectures and open-source libraries for transformer training and inference
Desirable Skills
- Familiarity with LlamaIndex, LangChain, MetaGPT, CoT, ToT, and beam search
- Ability to think outside the box and make tradeoffs considering feasibility, quality, and time-to-ship of a project
About OpenReq
We encourage you to apply even if you don't believe you meet every single qualification. We're looking for talented individuals who can contribute to our mission of advancing AI research and development.
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