Research Associate in Fuel Cell Systems

University of Bath; Bath; On-site; GBP 35,000 - 50,000; Full time

Job summary

A leading university in the UK is seeking a Research Staff member for a role focused on developing simulation models of aircraft propulsion systems. The position requires a PhD in a related field and involves applying AI techniques in a collaborative research environment on innovative clean energy technologies. The role offers professional development opportunities and the chance to work with a leading industrial partner.

Benefits

Free counselling services

Cycle to work scheme

Electric vehicle salary sacrifice scheme

Staff discount at Team Bath gym

Generous employer contributory pension schemes

Professional development opportunities

Local discounts

Qualifications

• PhD (or equivalent) in a relevant field required.
• Strong experience in thermal and performance modelling.
• Proficiency in MATLAB/Simulink and/or Python for system analysis.

Responsibilities

• Develop simulation models of aircraft propulsion systems.
• Apply AI techniques for diagnostic tasks.
• Collaborate with engineers and data scientists on solutions.

Skills

Thermal and performance modelling

MATLAB/Simulink

Python

Interpreting sensor data

Excellent communication skills

Education

PhD in engineering, applied physics, or related discipline

Tools

Simulink

GT-SUITE

SimCenter

Job description

Overview

Special Conditions The position involves driving and requires a valid UK driving licence. As a key member of the project team, you will:

Responsibilities

• Develop and refine simulation models of aircraft propulsion systems using 1D and 3D tools to capture thermal, fluid, and performance behaviour.
• Apply AI and machine learning techniques (e.g. LSTM, k-means, reinforcement learning, Bayesian inference) for tasks such as parameter estimation, fault diagnostics, and remaining useful life (RUL) prediction.
• Design and implement a hybrid digital twin architecture, integrating physics-based models with real-time sensor data and AI components.
• Validate models and AI predictions against test data to ensure accuracy, robustness, and regulatory compliance for aerospace applications.
• Collaborate across disciplines with engineers, data scientists, and industry partners to co-develop solutions aligned with UK aerospace innovation priorities.
• Disseminate findings through high-quality technical reports, academic publications, and presentations at national and international events.

Role context

As a member of Research Staff at the University of Bath, you will be encouraged to take up a minimum of 10 days professional development pro rata per year. A lower grade offer may be made (Grade 6) with comparable reduction in responsibilities and amendment in job title to Research Assistant, if a suitable applicant cannot be found to fill the Grade 7 position. Applicants will need to be within six months of their course completion date and will be promoted to Research Associate once their PhD has been awarded. We welcome applications from individuals with diverse backgrounds and experiences who are passionate about advancing clean energy technologies. The ideal candidate will bring a combination of technical expertise, collaborative spirit, and a commitment to impactful research.

Qualifications

• A PhD (or equivalent professional experience) in engineering, applied physics, or a related discipline with relevance to fuel cell systems.
• Strong experience in thermal and performance modelling using tools such as Simulink, GT-SUITE, SimCenter or similar.
• Proficiency in MATLAB/Simulink and/or Python for simulation scripting and system analysis.
• Ability to interpret sensor data and validate models against experimental or field data.
• Excellent communication skills, with the ability to document and present research clearly.

Desirable Attributes

• Experience in developing digital twin architectures and integrating real-time data.
• Understanding of control systems, including dynamic response and actuator constraints.
• Familiarity with CFD/FEA tools for thermal and structural analysis.
• A track record of interdisciplinary collaboration, especially with AI, controls, or hardware teams.
• Knowledge of fuel cell stack and balance-of-plant component modelling.

We encourage applications from candidates who may not meet every criterion but demonstrate strong potential and passion for the role. If you're excited by the opportunity and believe you can contribute meaningfully, we'd love to hear from you.

Role specifics

This role offers the opportunity to work at the forefront of cutting edge-research in aerospace propulsion as part of IAAPS - a world-leading research centre driving innovation in clean propulsion and mobility. As part of the University of Bath's commitment to engineering net zero, you'll contribute to transformative research in fuel cell systems helping shape the future of sustainable transport.

You will be joining an expert team to work on the digital twin of a hydrogen electric aircraft propulsion system as part of a government funded project in collaboration with a leading industrial partner. The role will involve regular working on-site with the industrial partner who is located around 30 miles from the university.

Vacancies and terms

We are recruiting for two vacancies: one is offered on a full time (36.5 hours per week) fixed term basis with an expected duration of 17 months and the other is offered on a full time (36.5 hours per week) fixed term basis with an expected duration of 6 months. Please disclose your interest at application stage.

Benefits

• Free counselling services through Health Assured
• Cycle to work scheme
• Electric vehicle salary sacrifice scheme
• Staff discount at Team Bath gym
• Staff discounts on postgraduate tuition fees
• Staff discount on language courses
• Generous employer contributory pension schemes
• Generous annual leave allowance with an additional 5 discretionary days
• A wide range of personal and professional development opportunities including Apprenticeships, LinkedIn Learning and more
• Free entry to the Holburne Museum in Bath
• Local discounts and more
• A family-friendly workplace
• An excellent reward package that recognises the talents of our diverse workforce