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Machine Learning Engineer
2 months ago
Job Summary
The Distributed AI group in SAIC Cambridge is seeking a highly skilled Machine Learning Engineer to join their team. As a key member of the group, you will work directly with research scientists and ML engineers to support research efforts in embedded/distributed ML, communications, and robotics.
Key Responsibilities
- Contribute to internal research tools and help implement/extend research ideas and/or realize research prototypes into demos and minimum viable products (MVPs).
- Deploy embedded/distributed/mobile ML systems for cutting-edge research and real-world applications in vision and language.
- Participate in publishing academic papers and patents, and engage in cross-group collaborations.
- Design and develop system architecture with deep knowledge of system design and architecture.
- Make design choices based on quantitative data and have an analytical and rigorous approach.
Requirements
- MS or PhD in CS/EE or equivalent experience in the industry.
- Experience with ML frameworks (PyTorch, TensorFlow, JAX) and efficient ML (incl. quantisation, pruning, sparsification, etc.).
- Experience with deployment on embedded and mobile devices (ML inference and/or training).
- Experience with distributed and multi-GPU training at scale.
- Fluency in Python, C/C++ and GNU Linux.
- Experience in working as a member of a team.
Preferred Skills
- Experience in real-world (distributed) system deployment and maintenance.
- Hands-on experience and understanding of networking stack and communication protocols.
- Experience with practical aspects of deploying computer vision in real-world settings.
- Experience with large-scale NLP research.
- Android Operating System and Android app development.
- Robot Operating System (ROS).
Company Benefits
- Competitive Salary.
- Annual Performance Bonus up to 10%.
- Pension Scheme with company contribution up to 8.5%.
- Income Protection.
- Stocks & Shares ISA.
- Life Assurance.
- 25 days holiday (increasing to 30 with length of service).