At a Glance
- Tasks: Join us to identify and implement AI solutions that drive real business impact.
- Company: Homes by honey, a fresh and ambitious housebuilder in the UK.
- Benefits: Health insurance, life insurance, wellness programmes, and performance bonuses.
- Other info: Gain exposure to senior leadership and develop your AI and automation portfolio.
- Why this job: Make a difference with AI in a fast-paced environment and see results quickly.
- Qualifications: Experience with AI tools and strong analytical skills are essential.
The predicted salary is between 20000 - 30000 £ per year.
Location: Sheffield and Leeds offices
Department: IT
Contract: Temporary
Closing date: 24/07/2026
Benefits & Rewards
- Health insurance
- Life insurance
- Company pension
- Wellness programmes
- Specialist healthcare services
- Parental leave
- Extended holiday leave
- Performance bonuses
About the role
We are looking for an AI Discovery/Business Analyst Intern to join Homes by Honey (honey). This is initially a three-month fixed term contract working full time (37.5 hours per week) across our Sheffield and Leeds offices. The role is primarily office-based, and candidates should be comfortable travelling between both locations if required. Honey is a new kind of housebuilder with big ambitions and a fresh take on what a home should be. Founded in 2022, we’re a product led Northern Housebuilder building stylish, high-quality homes across Yorkshire, Derbyshire and the Midlands. As of June 2026, we’ve already secured over 32 sites to build nearly 5,000 homes and employed 135 teammates plus each day utilise around 450 sub-contractors on our sites – and we’re just getting started!
This is a rare chance to put AI to work on real business problems — and to see your impact land in weeks, not years. It’s a hands-on role helping the organisation identify, adopt and scale AI solutions. Under the sponsorship of our CFO, you will work directly with the Head of IT to drive adoption, measure impact, and help the whole organisation understand and use AI more effectively. The role provides the opportunity to work directly with our senior leadership, solve meaningful business problems and see the impact of your work quickly.
Key Responsibilities:
- Work with the CFO and Head of IT to identify, assess and prioritise AI opportunities supporting the design, testing and implementation of solutions that deliver measurable improvements in efficiency, quality and accelerate delivery.
- Understand and document business processes across those areas and identify where AI can reduce manual effort, improve quality, or accelerate delivery.
- Translate findings and recommendations from those reviews into clear, well-structured communications: briefing documents, presentations, and stakeholder reports.
- Design and test the AI solution that helps to deliver the benefits identified.
- Work with the departmental leaders to implement that AI solution including supporting the design and delivery of the relevant AI training to that department.
- Own the coordination of tasks and progress across any and all AI initiatives supported — tracking progress, chasing actions, and keeping projects moving across multiple workstreams.
- Help scale solutions that work, once a use case lands well in one team, support rollout to others with evidence, adoption plans, and stakeholder materials.
Examples of business areas you may support:
- Supporting our legal team to streamline the home sale-to-handover journey
- Improving how we manage and access house-type designs and technical documentation
- Exploring opportunities to increase the use of AI within finance processes and reporting
- Enhancing how we gather and evaluate information for new land opportunities
What we’re looking for:
- Active user of AI tools — hands-on experience with Claude, Cursor, Notion, or similar productivity tools is essential
- Strong analytical instinct — comfortable working with data (Excel or similar) to break down complex processes, find patterns, build trackers, and produce clean reporting
- Organised and proactive, with a genuine ability to manage multiple priorities in a fast-paced environment without dropping the ball
- Clear, confident communicator — able to write well and adapt style for different audiences, from a quick Teams message to a C-suite briefing
- Genuinely curious and open to continuous learning — you enjoy figuring things out, pick up new tools quickly, and don’t wait to be told what to explore next
- Studying for, or recently graduated in business, economics, engineering, data, computer science or a related field. We also welcome applications from candidates from other backgrounds who can demonstrate strong analytical skills and hands-on experience using AI tools
What you’ll gain:
- Direct exposure to multiple business functions and senior stakeholders
- Hands-on experience designing and deploying automation and AI solutions in honey
- Deep understanding of process optimisation and automation best practices
- The opportunity to contribute to the development of AI governance, standards, and best practices.
- A portfolio of real AI and automation builds with measurable business impact
AI Discovery/Business Analyst Intern in Leeds employer: Homesbyhoney
At Homes by Honey, we pride ourselves on being an innovative housebuilder that values creativity and collaboration. Our Sheffield and Leeds offices foster a dynamic work culture where interns can directly engage with senior leadership, gain hands-on experience in AI solutions, and contribute to meaningful projects that have immediate impact. With a range of benefits including health insurance, wellness programmes, and performance bonuses, we are committed to supporting our team's growth and well-being as we build stylish, high-quality homes across the region.
StudySmarter Expert Advice🤫
We think this is how you could land AI Discovery/Business Analyst Intern in Leeds
✨Join Data-Science Meetups
Get yourself along to local data-science meetups or workshops. They're goldmines for networking, and you'll learn from industry pros who might just point you in the direction of internships. Plus, discussing the latest trends with like-minded individuals can really amp up your game.
✨Utilise University Career Services
Check in with your uni's career services since they often have connections with companies looking for interns. They might even organise information sessions with firms, which can be a great chance for you to learn more about potential internships and make some key contacts.
✨Show Off Your Stuff on GitHub
If you're into data science, having a GitHub profile with your projects is essential. Make sure your portfolio is public and showcases your best work! Recruiters love to see your coding skills and problem-solving approach, and it’s a brilliant way to stand out.
✨Apply Directly on Our Website
Don’t forget to check out the internships listed on our site! It's always a good idea to apply directly through our website because it makes your application easier for our team to find, and you might just catch the hiring manager’s eye by showcasing exactly what you're passionate about in data science.
We think you need these skills to ace AI Discovery/Business Analyst Intern in Leeds
Some tips for your application 🫡
Show Off Your Technical Skills:For a data science internship, we want to see those analytical skills shine! List your programming languages, like Python or R, and make sure to highlight any relevant projects or courses you've completed. If you've dabbled with tools like Pandas, NumPy, or machine learning algorithms, don’t hold back – include those in your CV!
Share Your Curiosity in Your Cover Letter:As an intern, your motivation and eagerness to learn are key! In your cover letter, talk about specific data science concepts that excite you and how this internship at Homesbyhoney will help you grow. Share what you hope to achieve and how you plan to tackle real-world data problems - we love enthusiasm!
Include Any Relevant Certifications:If you've earned any certifications, such as from Coursera or DataCamp, make sure to include these in your application. They show us that you're proactive and committed to expanding your data science skillset. This could make a real difference in how we assess your application!
Keep It Relevant and Concise:Remember, as an intern, you don’t need to have decades of experience. Focus on showcasing relevant coursework, personal projects, or even related volunteer work in data science. Keep your CV and cover letter concise but impactful – we appreciate clear and straightforward communication!
How to prepare for a job interview at Homesbyhoney
✨Brush Up on Your Coding Skills
As a data science intern, you might get grilled on your programming skills. Expect to tackle some coding challenges using languages like Python or R. We recommend practising basic algorithms or data manipulation tasks so you can show off your tech skills with confidence.
✨Show Off Your Projects
Prepare to discuss any projects you’ve done, whether in your studies or on your own time. Having a strong portfolio of data analyses or machine learning models will really set you apart. We can use platforms like GitHub to showcase your work to impress Homesbyhoney.
✨Know Your Stats and ML Basics
Brush up on your statistics and machine learning concepts because interviewers love to dig into this! Be ready to explain your understanding of algorithms or how you would approach a given data problem. This will highlight your theoretical background alongside your practical skills.
✨Be Eager to Learn and Adapt
Internships are all about potential and growth. Make sure you convey your eagerness to learn and adapt to new tools or methodologies. Show Homesbyhoney that you’re not just looking for experience, but that you're keen to contribute and grow within the team.
