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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.

Key Responsibilities:

  • Architect an internal platform to facilitate high-throughput inference of large language models.
  • Develop the core inference engine to seamlessly deploy large machine learning models to customers at scale and across distributed systems.
  • Contribute significantly to the automated pipeline, optimizing for high throughput training runs and rapid experimentation while achieving top hardware efficiency.

Requirements:

  • Minimum of 2-3 years of professional experience in a similar capacity.
  • Exceptional ML engineering skills, with 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.

What We Offer:

  • Visa sponsorship and relocation support.
  • Opportunity to work with a leading AI Innovation Team.
  • Chance to contribute to cutting-edge AI systems poised to revolutionize industries worldwide.

Key Words:

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