Salary: £85,000 - 100,000 per year Requirements: Strong foundation in machine learning, deep learning, and optimisation Hands-on experience training, evaluating, and deploying ML models in real-world systems Proficiency with PyTorch (preferred) or TensorFlow; familiarity with the Hugging Face ecosystem Experience with audio or speech models and frameworks Experience building and maintaining end-to-end ML pipelines and MLOps tooling (e.g. MLflow, Weights & Biases, DVC, or similar) Strong Python skills; experience with Docker, CI/CD, and cloud platforms (Azure preferred) Practical experience designing agentic AI systems and integrating models with external services Comfortable owning the full ML lifecycle, from data preparation to production deployment Clear communicator who can work effectively across technical and non-technical teams Responsibilities: Design, train, and optimise machine learning models for audio processing tasks such as speaker diarization, automatic speech recognition (ASR), and voice activity detection Build and maintain training and inference pipelines using PyTorch and related ML frameworks Source, curate, and prepare training datasets; implement preprocessing, augmentation, and validation workflows Run structured experiments, evaluate model performance, and iterate based on measurable results Build, deploy, and operate end-to-end MLOps pipelines, including experiment tracking, model versioning, and production monitoring Package and deploy models using Docker and cloud infrastructure, with a focus on reliability and scalability Design and deploy agent-based AI systems that can execute multi-step workflows and integrate with external tools Build Model Context Protocol (MCP) servers to enable standardised integration between models, APIs, and data sources Evaluate and integrate large language models into production systems where they add clear value Collaborate with product and business teams to translate requirements into practical ML solutions Technologies: AI Azure CI/CD Cloud Docker Support Machine Learning PyTorch Python TensorFlow More: We are a medium-sized organisation in the insurance industry committed to utilising advanced analytics and machine learning to enhance our services and deliver value to clients. This permanent role is based in London and offers a competitive salary ranging from £80,000 to £100,000 per annum, along with a comprehensive benefits package to support your well-being. Join our collaborative and innovative work environment to work on impactful projects using the latest technologies. last updated 4 week of 2026