Infrastructure Engineer
1 month ago
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. Your responsibilities will include architecting an internal platform to facilitate high-throughput inference of these 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. Candidates should possess a minimum of 2-3 years of professional experience in a similar capacity.
Qualifications:nWe are seeking candidates with exceptional ML engineering evidenced by:nExperience in creating and managing high-performance computing clusters across GPU/TPU, preferably in PyTorch.nProficiency in efficient serving of large machine learning models at scale, including quantization and distributed computing, leveraging libraries such as deepspeed.nStrong software engineering acumen with expertise in software design/architecture, particularly in Python.nUnderstanding of the latest AI research and ability to efficiently implement these systems.nPrior experience at a leading machine learning company (OpenAI, DeepMind, Meta, Anthropic, HuggingFace, etc.).nNice to Have:nExperience as an early engineer at a fast-growing startup.nInterest in and consideration of the impacts of AI technology.
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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