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hedgehog lab

Lead Full Stack Engineer (AI/Agentic)

Newcastle upon Tyne
Posted 13 days ago
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Lead Full Stack Engineer (AI/Agentic)

You're the kind of engineer who sees a legacy codebase as a problem worth solving. You're comfortable across the full stack, you take agentic engineering seriously, and you want to influence technical direction rather than just execute against it. If that's you, keep reading.

You'll be embedded into the product team of one of the UK's leading procurement platforms as your first project here. The platform connects organisations managing construction projects with the suppliers who deliver them. It's high-traffic, mid-transformation, and the architectural decisions that will define its next five years are still being made.

The stack today is PHP/Laravel. That's where you'll start, and we're not going to pretend otherwise. The direction of travel is Python and a more modern, AI-native architecture. You'll be part of shaping how it gets there.

To do this well, you'll need to be someone who:

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.

P

Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your 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.

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It 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.

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Strong

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.

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Strong

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.

Is comfortable working across PHP/Laravel and Python in commercial, production environments Has strong experience at Lead or Senior Full Stack level Has shipped LLM or agentic tooling into real systems, not just experimented with it Knows AWS and has built scalable, cloud-native APIs before Has enough front end range to work with React.js or Laravel Nova when needed

Here's What You Get In Return.

You'll be in the room when the big architectural decisions are made, not handed them after the fact. Your technical judgment will carry real weight here.

You'll also be asked to do more than write code. The limit on agentic engineering isn't what you can produce, it's your ability to communicate clearly, spot problems early and define what good looks like. If that's already how you work, you'll find this role fits the way you think.

Working here means you're building agentic engineering experience across multiple clients and contexts, not just one. That's a different kind of career development than most roles can offer.

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Beyond the work itself, here's what benefits come with the role.

28 days annual leave plus bank holidays 5 Impact Days for learning, innovation or volunteering Flexible working environment Enhanced parental leave Annual wellbeing budget plus 2 wellbeing days Mental health support Company Mac

Location

You can work from home, in the office or a mix of both. We just ask that you're based within 30 miles of one of our offices:

Edinburgh Newcastle Leeds Manchester London

Sound like you?

Apply below and we'll set up a call to find out whether we're a good fit for each other. We'll want to talk about where you've hit the limits of agentic tools and what you put in place to handle it. Your answer to that will tell us more than your CV.

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Skills

PHP
Laravel
Python
AWS
Cloud-Native APIs
React.js
Agentic Engineering
LLM
Scalable Systems
Communication
Problem Solving

Location

Newcastle upon Tyne, England, United Kingdom

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