Senior Machine Learning Engineer

4 weeks ago

London, Greater London, United Kingdom BenchSci Full time
Senior Machine Learning Engineer

We are seeking a highly skilled Senior Machine Learning Engineer to join our Knowledge Enrichment team at BenchSci. As a key member of our team, you will play a crucial role in designing and implementing cutting-edge machine learning-based approaches to analyze, extract, and generate knowledge from complex biomedical data.

Key Responsibilities:
  • Analyze and manipulate large, highly-connected biological knowledge graphs to identify data enrichment opportunities and strategies.
  • Collaborate with data and knowledge engineering experts to design and develop knowledge enrichment approaches that can exploit data within our knowledge graph.
  • Provide solutions related to classification, clustering, and making inferences across the data to reveal novel insights.
  • Deliver robust, scalable, and production-ready machine learning models with a focus on optimizing performance and efficiency.
  • Architect and design machine learning solutions from data collection and preparation to deployment and monitoring.
  • Collaborate with cross-functional teams, including product management, project management, and science.
Requirements:
  • Minimum 3, ideally 5+ years of experience working as an ML engineer.
  • Some experience providing technical leadership on complex projects.
  • Degree, preferably PhD, in Software Engineering, Computer Science, or a similar field.
  • Mastery of several machine learning frameworks and libraries, with the ability to architect complex ML systems from scratch.
  • Extensive experience with Python and PyTorch.
  • Track record of contributing to the successful delivery of robust, scalable, and production-ready ML models.
  • Familiarity with implementing solutions leveraging Large Language Models and Retrieval Augmented Generation (RAG) architecture.
  • Experience with graph machine learning and practical applications thereof.
What We Offer:
  • A dynamic and collaborative work environment.
  • The opportunity to work on cutting-edge machine learning projects.
  • A competitive salary and benefits package.
  • Professional development opportunities.

We are an equal opportunities employer and welcome applications from diverse candidates. If you are a motivated and experienced machine learning engineer looking for a new challenge, please submit your application.

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