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Infrastructure Engineer, Deployment

4 months ago

United Kingdom European Recruitment Full time

Infrastructure Engineer - ML & GPGPU Deployment
Within this position you will be joining a Leading AI Innovation Team as an Infrastructure Engineer improving their generative AI products with automated testing and evaluation. We are working with a London-based start-up dedicated to engineering cutting-edge AI systems poised to revolutionize industries worldwide.

As a Machine Learning Infrastructure Engineer, you will play a crucial role in developing a robust framework for rapid training and experimentation of large language models. You will develop the core inference engine to seamlessly deploy large machine learning models to customers at scale and across distributed systems, contributing significantly to the automated pipeline, optimizing for high throughput training runs and rapid experimentation while achieving top hardware efficiency.

Please note that this role requires in-person presence in London, but this role offers visa sponsorship and relocation support. Experience in creating and managing high-performance computing clusters across GPU/TPU, preferably in PyTorch.
Proficiency in efficient serving of large machine learning models at scale, including quantization and distributed computing, leveraging libraries such as deepspeed.
Strong software engineering acumen with expertise in software design/architecture, particularly in Python.
Prior experience at a leading machine learning company (OpenAI, DeepMind, Meta, Anthropic, HuggingFace, etc.).
Key Words: Machine Learning / PyTorch / High Performance Computing / HPC / GPU / TPU / Deepspeed / AI / OpenAI / Distributed Systems / Big Data / ETL Pipeline / CUDA

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