Principal AI Research Engineer

Job title:

Principal AI Research Engineer

Company

Redis

Job description

Why would you love this job?You will join our core AI team to research, design, and implement advancements in how companies run Large Language Models (LLMs) to optimize for relevance, latency, and privacy.You will tackle complex challenges related to model optimization, fine-tuning, and tool development, impacting millions of users worldwide.This is a unique opportunity to shape the future of AI in a hands-on research role.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.

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

• Competitive salaries and equity grants
• 25 vacation days per year (in addition to bank holidays) to promote a healthy work-life balance
• Private health insurance and paid paternity leave
• Flexible working options
• Frequent team celebrations and recreation events
• Home internet & phone stipend
• Learning and development opportunities
• Ability to influence a high-performance company on its way to IPO

#LI-CA2 #LI Remote

Expected salary

Location

United Kingdom

Job date

Thu, 31 Oct 2024 07:10:41 GMT

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