Graduate Data Engineer (AI)

Darogan; Cardiff; Hybrid; GBP 18,000 - 21,000; Part time

Benefits offered by this job

Pension

Hybrid work

Dedicated training before placement

Mentoring throughout placement

Industry exposure in semiconductor/AI

Job summary

Darogan Limited, in Cardiff, is offering a 6-month graduate placement through Tech Talent Cymru to shape how a research team manages and analyses experimental data. You will review data handling, define reporting templates, and build automated processing using real data.

The role emphasizes training, AI-enabled tools, and hands-on experience with data and software in a deep-tech environment. Hybrid work with 3 days in the office is provided.

Qualifications

• Degree in Data Science, Computer Science, AI, ML, Mathematics, Statistics, Physics, Engineering or related discipline.
• Experience handling and visualising data.

Responsibilities

• Review current data management and analysis processes.
• Define standard report templates for experimental campaigns and build automated processing/reporting.
• Deliver training on new tools and workflows to the team.

Skills

Data science

Python

AI

Data handling

Data visualization

Dashboards

Clear communication

Education

Degree in Data Science/CS/AI/ML/Math/Statistics/Physics/Engineering

Tools

JMP

Job description

Cardiff, United Kingdom

Kubos Semiconductors is developing and commercialising its patented technology in cubic gallium nitride (GaN) which has the potential to significantly increase the energy efficiency and switch speed of LEDs across the visible wavelength spectrum. Kubos’ technology can provide fundamental advantages across multiple markets, namely, next generation displays (including AR/VR), high-efficiency LED lighting and optical communications.

Kubos has a small team of its own but is fabless, with all its development carried out at third party facilities including both academic institutions and commercial manufacturing facilities. From its office in Cardiff, Kubos is ideally situated in the South Wales semiconductor cluster with ease of access to the wider UK semiconductor eco-system. On completion of development, Kubos plans to license its technology to existing large OEMs and LED manufacturers, providing low barrier to entry to developers wishing to take advantage of cubic-GaN technology.

The Opportunity

Kubos runs experimental campaigns that produce large amounts of research data. This is an exciting chance to shape how a deep-tech company manages and analyses that data, so its scientists and engineers can spend less time processing results and more time understanding what the experiments are telling them. Working closely with the team, you will review how data is handled today, recommend the right tools, including AI-powered options, and show what is possible using Kubos’ real experimental data. You will have the freedom to shape your own solutions and see the impact of your work on a growing research team.

What You Will Do

Data review and discovery

• Review Kubos’ current data management and analysis processes, mapping the sources of experimental data and how they are handled
• Work with engineers to understand what results they need to see, and how they want to compare results across experiments and over time

Tools and automation

• Work with staff to define a standard report template for experimental campaigns
• Build and demonstrate automated data processing and reporting using real data, reducing manual copy-and-paste work
• Explore how AI and data tools could support design of experiments, helping the team decide what to test next

Adoption and responsible use

• Deliver training to the team on new tools and ways of working, so they can use them with confidence

What We Offer

• Location: Cardiff, hybrid, with a minimum of 3 days a week in the office
• Hours: 30 hours per week, worked over 4 days
• Contract length: 6-month graduate placement through Tech Talent Cymru, with the potential to become a permanent role
• Start date: Mid-to-late January 2027
• Salary: £13.70 per hour
• Pension: Workplace pension with employer contributions
• The chance to work at the cutting edge of semiconductor technology in a deep-tech company
• Real ownership of a project that will change how a research team works
• Hands-on experience applying data and AI tools to real experimental data
• A place in the growing South Wales semiconductor cluster

Part of Tech Talent Cymru

This role is offered through Tech Talent Cymru, a graduate placement programme funded by Innovate UK and delivered by Darogan. It connects talented graduates with employers across Wales that need digital and technical skills to grow.

On top of everything your host company offers, as a Tech Talent Cymru graduate you will receive:

• Dedicated training before your placement begins, so you start ready to make an impact
• Ongoing mentoring throughout your placement, from people outside your day-to-day team

Unless you choose to opt out, applying for this role also means you’ll be considered for future opportunities on the Tech Talent Cymru programme, so one application could open more than one door.

Requirements

• A degree in Data Science, Computer Science, Artificial Intelligence, Machine Learning, Mathematics, Statistics, Physics, Engineering or a related discipline
• Experience handling and visualising data
• Programming experience, ideally in Python
• A strong interest in AI and how it can automate data processing and analysis
• Clear communication skills, with the ability to understand the needs of scientists and engineers
• Organised and proactive, and comfortable working in a small team
• Eligible to work in the UK
• Experience with JMP or other statistical analysis software
• An interest in semiconductors, materials science or physics
• Experience building automated reports or dashboards