Referment
Product Manager - AI (C862475)

How your CV stacks up
Upload your CV to see how well it fits this job role
?%
Referment is working with an early-stage technology company to hire a Product Manager to help develop and improve an AI-powered software platform.
This is a hands-on product role sitting between customers, engineering, and AI product performance. You'll take ownership of understanding how the product performs in real-world situations, identifying where it breaks down, and working with the engineering team to continuously improve its reliability and quality.
It's particularly well suited to someone who combines traditional product management skills with a strong technical understanding of AI.
The Role
You'll Be Responsible For
- Taking ownership of product quality and performance across key areas of the platform.
- Developing structured ways of testing and evaluating AI functionality.
- Creating test scenarios that reflect real customer workflows and use cases.
- Reviewing product performance and identifying recurring errors or areas for improvement.
- Investigating issues to understand their underlying causes.
- Translating findings into clear requirements and tickets for Engineering.
- Bringing together customer feedback, product data, and technical performance to inform priorities.
- Working closely with Engineering on product improvements and new functionality.
- Contributing directly to product roadmap and prioritization decisions.
- Helping develop more scalable approaches to AI product testing and evaluation as the platform grows.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
What We're Looking For
We're looking for someone with around 3 to 5 years' product experience and a strong technical grounding.
You'll Ideally Have
- Experience working as a Product Manager within a technology or software company.
- Strong understanding of modern AI products and how they behave in production.
- Hands-on experience working with AI tools, LLMs, or agentic workflows.
- Enough technical knowledge to work closely with software engineers and investigate product issues.
- A structured and analytical approach to testing and problem solving.
- Experience translating customer feedback into product and engineering requirements.
- Strong attention to detail and a methodical approach to root-cause analysis.
- The ability to operate independently within an early-stage or fast-moving environment.


Get help with your application
Your very own career expert that helps elevate your application to the next level.
Previous hands-on software development experience would be particularly valuable, although we're equally interested in product people who have developed strong technical capabilities through working directly with modern AI technologies.
This could suit a Technical Product Manager, AI Product Manager, or technically minded Product Manager looking to take greater ownership of an AI product.
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
Skills
Location