Senior Machine Learning Engineer - Behavioural Modeling andamp; Threat Detection - £160,000+ - Fully Remote UK BASED CANDIDATES ONLYMy client is looking for an experienced Machine Learning Engineer ready to play a pivotal role in shaping the technical direction of their behavioural modelling and threat detection systems. This position offers the opportunity to influence not just their engineering roadmap, but how they fundamentally approach solving complex, real-world security challenges with data. You''ll work at the intersection of data science, ML infrastructure, and product innovation, leading efforts to build and evolve ML-driven capabilities, while also ensuring the reliability and scalability of their models in production environments.What You''ll DoSpearhead the design and refinement of machine learning models focused on understanding behaviour patterns and identifying cybersecurity anomalies.Partner with product, engineering, and domain experts to translate strategic goals and customer needs into practical, scalable ML solutions.Drive model development end-to-end, from exploratory analysis, feature design, and prototyping to validation and deployment.Collaborate with platform and infra teams to operationalize models and ship ML-powered features into production.Continuously assess and iterate on production models, balancing long-term ML strategy with tactical improvements.Champion code quality, observability, and resilience within their ML systems through reviews and ..... full job details .....