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Data Steward

Posted 5 May 2026
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Work experience
1 to 7 years
Full-time / part-time
Full-time
Job function
Degree level
Required language
English (Fluent)

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As a Data Steward, you ensure that the data products in your domain are correct, consistent, complete, and compliant. Not after the fact, but before anyone bases reports and decisions on them. You own the governance, quality, metadata, lineage, and semantic definitions across the full product lifecycle. You build the conditions for others, from analysts who rely on KPIs to data scientists who train models and compliance teams that sign off on reports, to do their jobs with confidence.

How do you make our customers happy?

Customer recommendations, business insights, and sophisticated AI models have one thing in common: they are only as good as the underlying data quality.

The biggest challenge

Data stewardship at bol is transforming. What used to be a fragmented responsibility is becoming a dedicated function with a solid mandate and heartfelt accountability. You’re stepping into a role that is still being defined. Yes, standards exist, but not all of them have been stress-tested in practice. Domains have definitions, but they don’t always agree with each other. And teams are used to solving governance issues locally. Your challenge isn’t just to execute the framework; it’s to help us establish how we apply it. You’ll need to introduce structure without bureaucracy, enforce standards without becoming a bottleneck, and build trust across teams that haven’t worked with a dedicated steward before. Let alone someone as dedicated as you.

What you'll do as a Data Steward

Bol is quickly transitioning from decentralized, part-time data governance to dedicated, product-centric stewardship – and you’re joining as we implement this ambition. You’ll be embedded in one or more domains as the single point of contact for questions relating to governance, quality, and semantics. You operate within a federated model: close to data product teams that are aligned through the Data Product Management & Governance function. Whereas more junior stewards execute policy within established guidelines, you interpret and shape how those guidelines are applied, and where improvements are called for. That makes for a role that calls for tooling mastery: SQL, DataHub/DataPlex for cataloging and lineage, BigQuery and dbt for data products, and JIRA for tracking issues, coupled with the ability to coach and inspire less experienced colleagues.

  • Own data governance, quality, metadata, and lineage for data products across their full lifecycle (discover → design → build → publish → operate → sunset)
  • Define domain-specific data quality rules (completeness, validity, consistency, timeliness, uniqueness) and review automated test results, coordinating root cause analysis and structural remediation where needed
  • Maintain and validate data contracts: schemas, business rules, semantics, privacy classifications, and access controls
  • Develop and maintain domain-level semantic models, harmonizing KPI and data definitions with other domains through the Steward Council
  • Validate lineage from source to informative data product, ensuring transformations, schema mappings, and change impacts are documented and understood
  • Proactively identify governance gaps, anticipate downstream effects of changes, and propose improvements before issues escalate
  • Coach and review the work of more junior data stewards, ensuring consistency and quality of execution within the team
  • Represent your domain in cross-domain governance discussions, bringing both authority and pragmatism

Why you can make a difference

You have advanced expertise in data governance, quality frameworks, metadata management, and semantic modeling. And you know how to apply it in practice, not just in theory. You’re comfortable navigating ambiguity: interpreting standards where they’re unclear, escalating when needed, and representing your domain with authority in cross-domain discussions. Your combination of deep tooling knowledge and stakeholder credibility sets you apart. You don’t just flag issues, you actively drive resolutions. You don’t just apply standards, you help shape them. You also understand that the goal of data stewardship is to enable those who build on your data to do so with confidence.

3 reasons why this is (not) for you

Not for you

  • Born builder This role focuses on inspiring trust, not transformation. You master that skill like no other.
  • Quickly comfortable 95% metadata completeness sounds fine. That last 5% is basically a rounding error.
  • Agree-ability adept When two domains define the same metric differently, you adopt an ‘agree to disagree’ stance.

For you

  • Compliant craftsperson You take pride in well-documented lineage, clean definitions, and metadata that actually mean something. Compliance is an art.
  • Shadow spotter You spot inconsistencies that others walk past. If a KPI is not consistently derived from its defined source of truth, you’re on it!
  • Memorable mentor You don’t just explain standards, you make it apparent that they’re good ideas.

Here's where you'll land

You’ll join the Data Product Management & Governance team within bol’s Data, Analytics & AI department, reporting to the Lead Data Governance & Stewardship. You’ll collaborate daily with Data Product Managers, Data Engineers, Product Analysts, Data Scientists, and Data Management Specialists. Your work, at the intersection of business knowledge, engineering, and governance, is essential to bol’s transition toward data product thinking. With 13.7 million customers and an accelerating AI agenda, the quality and trustworthiness of bol’s data products isn’t a nice-to-have. It’s the foundation everything else is built on. You’ll help make that foundation rock solid.

Perks of having a blue heart

Bonus

The bonus is calculated at the end of the year and we always end the year with a fun party!

On and off

At bol we understand like no other that you have to take care of yourself first, then your environment and then bol. In that order. Therefore, everyone at bol receives 29 days of vacation.

The culture and the office

Our colleagues work hard to make the daily lives of our customers easier and more fun. But of course, we do this in an inspiring and creative environment!

Bij bol leveren onze collega’s een unieke bijdrage om het dagelijks leven makkelijker te maken. Vrijheid en verantwoordelijkheid zorgen ervoor dat we samen de volgende stap voor bol, het team, en onszelf kunnen vormgeven. Door te pionieren brengen we bol verder, met elkaar zijn wij verantwoordelijk voor deze gezamenlijke missie.

Retail
Utrecht
Active in 2 countries
3,000 employees
50% men - 50% women
Average age is 33 years