Amber Labs
Machine Learning Engineer
Amber LabsUnited Kingdom22 hours ago
Full-timeRemote FriendlyInformation Technology, Consulting

Machine Learning Engineer

Clearance: BPSS Eligible

Start: ASAP

Work pattern: Hybrid

Work type: 12 month FTC (Competitive Salary)


We’re looking for a Machine Learning Engineer to join a team delivering AI systems for a government client. You’ll turn prototypes and ideas into scalable, production-ready models, APIs, and agentic workflows. Previous experience on government or public sector projects is essential.


What you’ll do

  • Develop and deploy machine learning models and AI-driven services.
  • Build APIs and workflows to integrate ML into production systems.
  • Scale prototypes into robust, reliable services.
  • Collaborate with data scientists, engineers, and product teams to deliver solutions that meet user needs.


What we’re looking for

  • Proven experience in applied machine learning, model deployment, and AI systems.
  • Familiarity with building APIs and integrating ML into production services.
  • Strong coding skills, particularly in Python.
  • Experience with frameworks such as TensorFlow, PyTorch, or JAX.
  • Knowledge of cloud platforms (AWS, Azure, or GCP) and containerisation (Docker/Kubernetes).
  • Understanding of best practices for testing, monitoring, and maintaining ML models in production.


Nice to have

  • Experience with data pipelines and orchestration tools (e.g. Airflow, Prefect).
  • Familiarity with government or public sector technology environments.
  • Interest in agentic AI workflows and responsible AI practices.

Key Skills

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