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RedisLabs Principal AI Research Engineer 
United States 
64179002

19.11.2024

What you’ll do:

  • Optimize and fine-tune LLMs or embedding models.
  • Develop and enhance tools and frameworks built around model orchestration.
  • Research, design, and implement state-of-the-art algorithms to optimize models at scale for latency and efficiency.
  • Investigate complex NLP problems driven by customer use cases.
  • Implement hardware-specific optimizations (e.g., GPUs, TPUs, CUDA).

What will you need to have?

  • Experience in designing and developing machine learning models, especially in natural language processing.
  • Deep understanding of transformer architecture, LLMs, and embedding models.
  • Strong proficiency in Python, including experience with ML/NLP libraries (e.g., TensorFlow, PyTorch, Hugging Face Transformers).
  • Experience with at least one low-level system language (c, c++, rust).
  • Experience with CUDA and high-performance computing.
  • Self-directed, ambitious, and eager to learn new skills and technologies.
  • Master’s or PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related field.

Extra great if you have:

  • Publications or contributions to projects in AI/ML, NLP, or related areas.
  • Experience with large-scale distributed training and optimization techniques.
  • Contributions to open-source AI projects.

Our culture is what makes Redis a fun and rewarding place to work. To support you at work and beyond, we offer all our US team members fantastic benefits and perks:

  • Competitive salaries and equity grants
  • Unlimited time off to promote a healthy work-life balance
  • H/D/V coverage along with 401K, FSA, and Commuter Benefits
  • Frequent team celebrations and recreation events
  • Learning and development opportunities
  • Ability to influence a high-performance company on its way to IPO

The estimated gross base annual salary range for this role is $179,500$269,825