Remote Principal AI Research Engineer
Redis
πRemote - United Kingdom
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Job highlights
Summary
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.
Requirements
- 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
- Masterβs or PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related field
Responsibilities
- 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)
Preferred Qualifications
- 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
Benefits
- 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
- Paid paternity leave
- Flexible working options
- Frequent team celebrations and recreation events
- Home internet & phone stipend
- Learning and development opportunities
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