Machine Learning Engineer

We are looking for a highly capable machine learning specialist to lead the development of a next-generation retail insight platform, combining advanced analytics with real-world commercial decision-making. This is not a typical data science role!

About the role

This Knowledge Transfer Partnership (KTP) brings together The Tapestry Agency, a leading retail analytics consultancy, and the University of Bath, a top UK research institution in AI and machine learning.

You will be at the centre of this collaboration, applying cutting-edge research to build production-ready AI systems that directly influence international business strategy and client outcomes.

This project will bring together an exciting combination of expertise in business and marketing strategy to develop an AI-powered retail insight platform that unifies a retailer’s consumer data, providing affordable, real-time, strategic recommendations. The project will democratise access to advanced analytics for UK retailers, supporting growth, competitiveness, and productivity while enabling Tapestry's transition to a scalable, technology-led business model with international potential.

This is an opportunity for you to ‘fast track’ your career into business by leading a high profile and strategically meaningful project to a successful conclusion, allowing you to utilise your academic achievements in an industrial setting. 

By joining this multidisciplinary KTP between The Tapestry Agency and the University of Bath, you will have the opportunity to work on a challenging and exciting project, using ground-breaking technology with incredible team support and development opportunities.

About Tapestry

Tapestry is a UK-based data insight and marketing strategy consultancy helping multi-channel retailers grow through better use of customer data. Working with a wide range of clients, from growing SMEs to established retail brands, delivering insight across acquisition, retention and channel performance. This project represents a major step in Tapestry's evolution into a product-led, AI-enabled business with international growth ambitions.

About you

We’re looking for someone who combines strong technical capability with curiosity and commercial awareness.

As the KTP Associate, you will act as the project lead, responsible for delivering the full lifecycle of the project.

You will:

• Design, develop and validate machine learning models and decision systems
• Work with complex, multi-source retail datasets
• Translate technical outputs into actionable commercial insights
• Collaborate with engineers to embed models into a scalable platform
• Lead project planning, delivery and stakeholder engagement
• Transfer knowledge into the business through training and documentation

You will be supported by:

• Academic experts from the University of Bath
• Senior leaders across analytics, technology and strategy at Tapestry

Why this role is exciting

This is a rare opportunity to own and deliver a high-impact AI product from end-to-end. You won’t be building isolated models, you’ll be creating systems that:

• Are deployed into a live platform
• Are used by real clients
• Directly influence commercial decisions

In this role, you will:

• Own a strategically critical project from research through to deployment and commercialisation
• Work at the intersection of advanced academic research and real-world business application
• Help transform an established consultancy into a technology-led SaaS business
• Apply machine learning, optimisation and decision systems to complex, real-world datasets
• See your work deliver measurable impact for retail clients

This role offers a unique combination of:

• Technical depth: advanced AI/ML development
• Commercial impact: direct influence on product and strategy
• Leadership: full ownership of a high-profile project

You will also benefit from:

• Structured KTP training and leadership development
• A dedicated £2,000 yearly personal development budget
• Mentorship from leading academics and experienced industry professionals
• Opportunities to publish research and build your professional profile
• If you’re looking to move beyond pure research or engineering into a role where you can build, deploy and own impactful AI solutions, this is an exceptional opportunity.