Digital Twins and Ontology Developer
Duration: 24 months
Salary: £37,337 per annum (full-time)
Location: Cranfield, Bedfordshire
We invite applications from talented Digital Twins and Ontology Developers to join our research team focused on building an innovative ecosystem for the decarbonization of UK transport.
About the Role
This position is part of the TRANSIT project—TransiT: Digital Twinning for the Decarbonisation of UK Transport. You will utilize ontology and machine learning to enhance smart transportation systems. As a member of our interdisciplinary team, you will design, develop, and integrate ontologies and machine learning models to facilitate rapid decarbonization across Road, Rail, Air, and Maritime transport.
Key Responsibilities
Ontology Development: Design and implement ontologies for complex transport data, ensuring interoperability across different modes and systems.
Machine Learning Application: Leverage machine learning techniques to improve data analysis, predictive modeling, and decision-making in transportation.
Collaborative Research: Work closely with academic, industry, and government partners to integrate solutions and build strong partnerships.
Digital Twin Integration: Contribute to the creation of Federated Transport Digital Twins (FTDTs) to develop a resilient and interoperable Federated Transport System (FTSoS).
Demonstrator Development: Create practical demonstrators that showcase the applications of ontologies and machine learning in real-world transport scenarios.
Knowledge Dissemination: Publish research findings, present at conferences, and contribute to knowledge transfer and policy support through secondments.
About You
You should hold a doctorate (or be nearing completion) in a relevant field, with a background in developing ontologies, knowledge graphs, and machine learning. Strong software design and development skills are essential for making immediate contributions to project objectives. Familiarity with training methods and knowledge of manufacturing processes are advantageous, alongside a growing publication record in reputable journals.
About Us
Cranfield Manufacturing and Materials is committed to developing a 2050 roadmap for the Sustainable Manufacturing and Materials Sectors, applying scientific expertise and thought leadership to create smart, clean, and green solutions across all sectors and supply chains. This initiative supports the UK's Net Zero 2050 goal. We provide world-class postgraduate research, education, training, and consultancy, utilizing a multidisciplinary approach that integrates design, materials technology, and management expertise. Our capabilities include sustainability, simulation, modeling, composite manufacturing, metallic glasses, nano-materials, low-energy casting, thermal barrier coatings, and Wire Arc Additive Manufacturing (WAAM).
Our Values and Commitments
Our core values—Ambition, Impact, Respect, and Community—define who we are and guide our actions. We strive to foster a culture where everyone can work and study together, realizing their full potential. As a Disability Confident Employer and a proud member of the Stonewall Diversity Champions Programme, we are dedicated to exploring flexible working options for each role. We are also honored to be ranked among the Top 30 Family Friendly Employers in the UK by the charity Working Families. Learn more about our commitments to Equality, Diversity, and Inclusion, as well as our flexible working policies.
Working Arrangements
Collaboration is key to our operations. Our Working Arrangements Framework allows many staff members to flexibly combine on-site and remote working, where applicable, balancing the needs of our community of staff, students, clients, and partners.
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How to Apply
To apply, please click the 'Apply' button above. For further details, contact us at hrrecruitment@cranfield.ac.uk, quoting reference 4946.
Closing date for applications: 5th November 2024.
We look forward to receiving your application!
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