AI Connect | Data & AI Delivery Partner
Senior Analytics Engineer

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Senior Analytics Engineer (Data Products)
London or Edinburgh (Hybrid)
£74,000 - £110,000 + Excellent Package
AI Connect are partnering with a major UK bank to help them appoint a Senior Analytics Engineer to join a newly established Data Products capability within Private Banking & Wealth Management.
This is an exciting opportunity to help build the canonical and semantic data layers that underpin Analytics, AI, reporting and self-service capabilities across the business. You'll play a key role in creating trusted, reusable data products that enable faster, more consistent decision making across the organisation.
What You'll Do
- Design and develop canonical data models that standardise core wealth entities such as Accounts, Deposits and Customers across multiple systems.
- Build semantic data models that provide consistent business definitions and metrics for dashboards, APIs and downstream data products.
- Develop trusted, governed data products that are reusable, discoverable and consumed confidently across the business.
- Work closely with business stakeholders to understand requirements and translate them into scalable data models.
- Collaborate with Data Architects, Analytics Engineers and Software Engineers to shape the firm's next-generation data platform.
- Implement data quality standards, governance controls and documentation to ensure data remains accurate, trusted and compliant.
- Contribute to the design of a scalable cloud-based data ecosystem supporting Analytics, AI and self-service reporting.
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.
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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.
Key Skills & Experience


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- Proven experience as an Analytics Engineer, BI Engineer or Data Architect within complex data environments.
- Strong experience designing Canonical Data Models across multiple business domains.
- Experience building Semantic Layers that expose trusted business metrics for reporting, dashboards and APIs.
- Excellent SQL and data modelling skills with experience working on modern cloud data platforms.
- Hands-on experience with Snowflake, dbt, Spark and AWS.
- Experience building governed data products with strong data quality, documentation and ownership.
- Excellent stakeholder management skills with the ability to simplify complex technical concepts for business users.
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