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Senior Machine Learning Infrastructure Engineer

2 months ago

London, Greater London, United Kingdom European Tech Recruit Full time

Senior Machine Learning Infrastructure Engineer

We are seeking a highly skilled Senior Machine Learning Infrastructure Engineer to join our team at European Tech Recruit. As a key member of our AI innovation team, 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, developing the core inference engine to seamlessly deploy large machine learning models to customers at scale and across distributed systems, and contributing significantly to the automated pipeline, optimizing for high throughput training runs and rapid experimentation while achieving top hardware efficiency.

Key Qualifications:

  • 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.
  • Understanding of the latest AI research and ability to efficiently implement these systems.
  • Prior experience at a leading machine learning company (OpenAI, DeepMind, Meta, Anthropic, HuggingFace, etc.).

Nice to Have:

  • Experience as an early engineer at a fast-growing startup.
  • Interest in and consideration of the impacts of AI technology.

Key Words: Machine Learning / LLM / Large Language Model / PyTorch / High Performance Computing / HPC / GPU / TPU / Deepspeed / AI / OpenAI / Distributed Systems