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MTC - Manufacturing Technology Centre

Advanced Research Engineer

Coventry
Posted 6 days ago
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The Vacancy

We're seeking an experienced AI & Data Science Engineer with a strong foundation in Python and a growing interest in machine learning, data processing, and intelligent system design. In addition to hands-on model development and data work, you will contribute to early-stage system definition, requirements analysis, and integration planning. You will help build AI models, data pipelines, analytics tools that support decision-making and system-level intelligence across multidisciplinary engineering projects.

Key Responsibilities

  • Develop ML models for prediction, classification, anomaly detection, and decision support.
  • Build and maintain data pipelines for structured, unstructured, and sensor-derived datasets.
  • Implement Python modules for model training, evaluation, and deployment workflows.
  • Create simple UI tools using Python frameworks for visualising data, model outputs, and system status.
  • Support data engineering tasks including feature extraction, dataset curation, and data quality checks.
  • Participate in model optimisation, benchmarking, validation, and documentation.
  • Work with senior engineers to elicit, clarify, and document AI-related requirements.
  • Research COTS AI tools, cloud services, and data-processing technologies for potential integration.
  • Contribute to system architecture by defining data flows, module interactions, and integration points.
  • Support integration testing and system-level debugging across data, software, and hardware boundaries.

Who We're Looking For

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

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Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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Strong

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We're looking for an experienced AI & Data Science Engineer with

  • Python proficiency with experience in NumPy, Pandas, and scikit-learn.
  • Understanding of ML fundamentals and interest in model development and evaluation.
  • Understanding of data pipelines, analytics workflows, and intelligent systems.
  • Ability to interpret technical requirements and translate them into actionable tasks.
  • Interest in system-level thinking and multidisciplinary engineering.

Nice to Have

  • Familiarity with deep learning using TensorFlow or PyTorch.
  • Knowledge of data visualisation and dashboarding tools.
  • Experience with system diagrams and interface documentation.
  • Exposure to MLOps, CI/CD, or model deployment pipelines.
  • Exposure to cloud ML platforms such as Azure ML, AWS Sagemaker, or GCP Vertex AI.
  • Experience with Python UI frameworks (Tkinter, PySide, PyQt).

Soft Skills

  • Strong analytical and problem-solving mindset.
  • Ability to collaborate in cross-functional engineering teams.
  • Clear communication and documentation skills.
  • Curiosity about how data, models, and system components interact.

Reference and Security Checks

Due to the nature of our business, all employment is subject to satisfactory references being obtained alongside a level of security clearance checks.

About The MTC

The Manufacturing Technology Centre (MTC) is an internationally renowned and respected research and development organisation, bridging the gap between academia and manufacturing, and is home to some of the brightest minds in engineering from around the globe.

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The MTC's engineers, scientists and technicians work with some of the most advanced manufacturing equipment in the world in a supportive and collegiate environment for the development and demonstration of new technologies on an industrial scale, helping manufacturers of all sizes develop new and innovative processes and technologies.

Established to prove cutting edge manufacturing advances in an agile environment in partnership with industry, academia and other institutions, the MTC works with hundreds of industrial clients across a range of sectors including automotive, aerospace, rail, informatics, food and drink, infrastructure, construction and civil engineering, electronics, oil and gas and defence. The MTC helps businesses thrive by advancing their technological and engineering capabilities to improve their business efficiency, capability and competitiveness.

Supported by one of the largest public sector investments in UK Manufacturing, the MTC's engineering capabilities cover research and development, advanced manufacturing management, factory design and training for the skills of the future.

The MTC has world-class facilities in Coventry, Liverpool and Oxford, and is part of the UK's High Value Manufacturing Catapult, supported by Innovate UK.

Reference Checks and Security Checks (where applicable)

Due to the nature of our business, all employment is subject to satisfactory references being obtained alongside a level of security clearance checks.

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Skills

Python
NumPy
Pandas
Scikit-learn
Machine Learning
Data Pipelines
Model Development
Anomaly Detection
Feature Extraction
TensorFlow
PyTorch
MLOps
Azure ML
AWS Sagemaker
GCP Vertex AI
PyQt

Location

Coventry, England, United Kingdom

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