5V Tech
Machine Learning Engineer
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AI/ML ENGINEER
Cambridge / Hybrid (UK only)
6-month contract | PAYE
Rates, Negotiable
An exciting opportunity for a versatile AI/ML & Systems Engineer to lead the architecture, machine learning development and cloud integration of a prototype asset monitoring and risk prediction platform.
You'll bridge the gap between complex time-series telemetry, geospatial data feeds and predictive domain models, building the data and ML pipelines, integrating multi-source sensor streams, and developing real-time visualisation that turns raw data into actionable structural safety insights.
This is a genuine end-to-end ownership role on a high-value prototype, from multi-modal data and distribution modelling through to interactive, real-time dashboards.
Must-have
- Probabilistic Time Series Forecasting: Hands-on experience with probabilistic methods (e.g. Bayesian approaches, PyMC, Amazon DeepAR), ideally applied to small or scarce datasets for distribution prediction
- Data Pipelines & Database Architecture: Proven ability to build scalable pipelines using Python, PostgreSQL (with PostGIS for spatial data), Redis or time-series databases
- Agile Delivery: A track record of working in sprint-based environments to hit demanding technical milestones
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At least one of the following:
- Vibration Analysis / DSP: Experience with vibration analysis, digital signal or waveform processing
- Physics-Informed Models: Experience combining data-driven sequence modelling with physical laws
Good-to-have
- Frontend visualisation frameworks (React, Grafana or Plotly/Dash) for real-time data, geospatial heatmaps and analytical dashboards
- Cloud platforms (AWS, Azure or GCP) and Docker for containerising ML applications and microservices
- API and middleware development: RESTful APIs and WebSocket pipelines (FastAPI, Flask) for low-latency data streaming and alert triggers
- Version control and CI/CD: Git, GitHub Actions or GitLab CI for automated testing and systematic releases
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5V Tech are acting as an Employment Business for the purposes of this job vacancy. We offer a reward scheme if you can recommend someone for this position, up to £250 for you and an additional £250 to a charity of your choice. 5V Tech are recognised talent solutions experts within Video and Broadcast Technology working across Europe, the UK and North America.
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