Talan
AI Engineer (LLMs, Agents & Applied Data Science)

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AI Engineer (LLMs, Agents & Applied Data Science)
Talan Data x AI – AI Engineer – Job Description
About Talan Data x AI
Talan Data x AI is a leading Data Management and Analytics consultancy, partnering with key software vendors and industry experts across various sectors. Our mission is to help businesses unlock and gain insights from their data.
At our core is a commitment to innovation, enabling clients to improve efficiency through modern processes and technologies, such as Machine Learning (ML) and Artificial Intelligence (AI).
The Role
As our AI practice grows, we’re hiring a capable, hands-on AI Engineer to develop and deploy critical solutions across our client engagements. You’ll bridge data science and engineering, gaining experience with both traditional analytics and cutting-edge generative AI—including large language models (LLMs), retrieval-augmented generation (RAG), and agent-based applications.
Our need is for an action-minded builder who can design, develop, and document robust solutions with excellence in Python, modern data libraries, and production-level thoughtfulness.
This position reports directly into our team of Lead Data Scientists and involves delivering focused projects in collaboration with senior colleagues.
Key Aspects of the Role Include:
- Taking ownership of meaningful workstreams rather than entire engagements.
- Collaborating with senior architects to shape project designs and timelines.
- Upskilling through real-world client challenges—without excuse from day one.
- Mentoring junior and graduate resources, guiding them in solving problems and applying best practices.
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.
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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.
Responsibilities
- Build, test, and deploy AI/ML system components as part of client solutions, following designs created by more senior leaders.
- Develop advanced AI/Generative AI features, including:
- LLM prompt engineering.
- Retrieval-Augmented Generation (RAG) workflows.
- Simple agent-based applications.
- Deliver core data science tasks when required, including:
- Data preparation.
- Feature engineering.
- Model training.
- Model evaluation.
- Translate designs into production-quality Python code, ensuring clarity, scalability, and maintainability.
- Support model lifecycle management, including evaluation and monitoring.
- Act as a knowledge-sharing, problem-solving resource, tackling obstacles across projects.
- Present and explain work effectively in client discussions and team exchanges.
- Assist junior and graduate colleagues in improving their skills and contributing effectively.
Requirements
Qualifications & Experience
Must Have (2–4 years’ experience):
- Core technical skills in data science and ML, with practical, hands-on experience.
- Solid expertise in LLMs and generative AI, including prompt engineering and RAG.
- Understanding of AI agent architectures and workflow orchestration.
- Strong Python development skills and proficiency with data/ML libraries.
- Demonstrated capability to write clean, automated, and well-documented code.
- A collaborative team player who can communicate clearly—both with technical and non-technical audience.
Ideally (Not Mandatory):
- Experience with cloud AI platforms, notably Azure ecosystem.
- MLOps and LLMOps practice and workload management.
- Early experience in mentoring junior team members.
- Interest in consulting delivery and client-facing project frontline.


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Location & Travel
- Willingness and availability to work on client sites, including extended assignments.
- Willingness to travel frequently as required by client demands.
- Must be eligible to work legally in the UK without restriction.
Benefits & Package
Financial & Reward Structure
- BDP Plus reward programme: Earn points to redeem against 3-month paid sabbaticals or cash equivalents.
Leave & Time Off
- 25 days’ holiday + all UK bank holidays.
- Flexibility with a 5-day holiday buy/sell scheme.
Health & Wellbeing
- Private personal and family medical insurance.
- Life cover.
Work & Commuting Support
- Cycle-to-work scheme.
Long-Term Commitment
- Company pension scheme (5% employer contribution, salary sacrifice available).
Additional Support
- Company-accessed confidential Employee Assist Programme (EAP).
- Bespoke learning platform via Udemy for Business.
Opportunities at Talan Data x AI
This role is designed for positive momentum—it is not a back-office designation. You’ll work under seasoned leaders across real-world projects, gaining full ownership and exposure from your first day.
- Grow along a clear progression pathway, leading to authority and leadership.
Contract Type: Permanent
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