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Machine Learning Engineer

2 months ago

Bristol, Bristol, United Kingdom Identify Solutions Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our R&D team, working on cutting-edge projects involving Natural Language Processing, Large Language Models, Computer Vision, Voice Synthesis, and more.

This role is ideal for a candidate who is SC Cleared or eligible for SC clearance, and is passionate about working with ambiguous data quality and client preferences to identify and implement the best model solutions.

Key Responsibilities
  • Work on challenging ML problems for customers, including R&D activities and the implementation of early-stage research, even on customer hardware.
  • Perform extensive experimentation throughout the project lifecycle, from data collection to defining and developing model architectures.
  • Contribute to meeting project and product deliverables, ensuring they are completed on schedule and within budget.
The Tech You'll Be Using
  • You'll work with state-of-the-art machine learning frameworks like PyTorch and TensorFlow to develop and deploy models.
  • You'll use Redis and SQL databases and have working knowledge of AWS services to manage data storage and processing.
  • You'll use GitHub for version control, Docker and Kubernetes for deployment and integration, and Jira for collaboration.
  • You'll have the opportunity to deploy models on edge devices, particularly the Nvidia Jetson family (e.g., TX2, Orin), and specialised hardware like the Deepwave AIR-T.
  • You'll work with MLOps pipelines, particularly using ClearML, and monitoring tools such as Grafana to ensure smooth operations and performance tracking across environments.
Experience Required
  • Proven experience as an ML Engineer, particularly in R&D or exploratory environments.
  • Strong problem-solving skills with a creative, experimental approach.
  • Ability to work independently and handle uncertainty in data quality and technology preferences.
  • Experience working on complex projects involving NLP, LLM, Computer Vision, and similar cutting-edge technologies.
  • Eligibility for SC Clearance (Essential) or existing SC Clearance preferred.
Why Apply?
  • Work on groundbreaking ML projects, including NLP, LLM, Computer Vision, and Voice Synthesis.
  • Be part of a dynamic R&D team where innovation and experimentation are encouraged.
  • Contribute to high-impact projects that push the boundaries of current ML technologies.
  • Benefit from a hybrid working model with flexibility and collaboration opportunities.