Senior Machine Learning Engineer

La Fosse Published: May 28, 2024
Location
London, United Kingdom
Job Type

Description

Senior Machine Learning Engineer

  • Paying up to £110,000
  • Hybrid in London
  • High-performing AI Start-up

La Fosse is currently working with a cutting-edge artificial intelligence and cyber security start-up company specialising in AI for binary analysis, who are looking to hire a talented Senior Machine Learning Engineer into their high performing team.

If you’re looking for an opportunity where you will develop AI that fundamentally understands computer software at the binary level, then this is for you!

You will combine static and dynamic program analysis with state-of-the-art AI models, to assist their customers in binary reverse engineering, vulnerability detection, exploit generation, software supply chain security, and malware detection.

They are seeking an Senior Machine Learning Engineer to join the team and implement state-of-the-art machine learning techniques into the product pipeline.

You will contribute to the development of their foundational large language model (LLM) binary code embeddings and research new methods using graph-based models for segment classification.

Key Responsibilities :

  • Implement state-of-the-art ML techniques and integrate them into our product pipeline.
  • Develop and refine foundational LLM binary code embeddings.
  • Research and innovate new methods using graph-based models for segment classification.
  • Collaborate with cross-functional teams to develop and deploy AI models.

Requirements :

  • PhD in AI or Computer Science with at least one top-tier publication.
  • Strong proficiency in Python, Numpy, Scipy, and Tensorflow / PyTorch.
  • Extensive understanding of state-of-the-art LLMs and the latest research methods and best practices.
  • Experience in developing ML pipelines and deploying AI models to cloud service providers is preferred.
  • Ideally 3-5 years experience in a similar role.

If this role sounds of interest and you feel you fit the job requirements, then apply through the advert to find out more!

Senior Machine Learning Engineer

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