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NatWest Group

Data Engineer, Analytics Engineering 

London
Posted about 19 hours ago
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Join us as a Data Engineer, Analytics Engineering

We’re building a brand new Data Products factory capability at the Private Banking & Wealth Management (PBWM) franchise and are looking for a Senior Analytics Engineer to shape the canonical and semantic data layers that power our Analytics, AI, reporting, and self service capabilities.

You’ll sit at the heart of our data ecosystem, partnering with Business, Technology and Functions to design clean, reusable data assets from the ground up, and turning them into trusted, governed data products that the business can rely on every day.

This is a hands on role with significant influence over how data is structured, governed, and consumed across PBWM.

What you'll do

As a Data Engineer, you’ll be looking to simplify our organisation by developing innovative data driven solutions through data pipelines, modelling and design, inspiring to be commercially successful while keeping our customers, and the bank’s data, safe and secure.

You’ll drive customer value by understanding complex business problems and requirements to correctly apply the most appropriate and reusable tool to gather and build data solutions. You’ll support our strategic direction by engaging with the data engineering community to deliver opportunities, along with carrying out complex data engineering tasks to build a scalable data architecture. In addition, you’ll build a strong understanding of our Data Product ecosystem and contribute to the design and delivery of reusable Data Products that support PBWM business and functions.

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.

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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

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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

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No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.

Your Responsibilities Will Also Include

  • Work with business stakeholders to understand their needs and translate them into intuitive canonical and semantic data models
  • Design and evolve standardised, cross domain data models such as party, account, deposit, mortgages that align with our enterprise data model
  • Build and maintain governed analytical data products, ensuring they are well documented, discoverable, and consistently used across teams
  • Define and implement data quality checks, SLAs, and governance practices so that our data is accurate, reliable, and compliant
  • Collaborate with data architects, engineers, BI teams and data scientists to ensure models are scalable, performant, and easy to consume on our cloud data platform

The Skills you'll need

To thrive in this role, you’ll need a strong understanding of data usage and dependencies and experience of extracting value and features from large scale data. You’ll also bring practical experience of programming languages alongside knowledge of data and software engineering fundamentals.

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Additionally, you’ll need:

  • Significant experience as an Analytics Engineer, BI Engineer, or Data Architect role in complex, data rich environments
  • Proven track record of managing governed data products with clear ownership, SLAs, documentation, and quality controls
  • A strong track record designing canonical data models that standardise entities across multiple systems or domains and semantic layers that present data in a clearly to different audiences or stakeholders
  • Excellent SQL and data modelling skills on modern formats like iceberg on AWS, with confidence working on large and complex datasets in the cloud
  • Hands on experience with modern analytics in engineering practices such as, transformation-as-code, testing, version control and automated deployment
  • Ability to communicate complex data concepts in simple terms and lead workshops with non-technical stakeholders
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Skills

SQL
Data Modelling
AWS
Iceberg
Transformation-as-code
Version Control
Automated Deployment
Canonical Data Modelling
Semantic Layer Design
Data Governance
Data Pipeline Development
Cloud Data Platforms

Location

London, England, United Kingdom

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