Data Engineer (Google Cloud & Digital Analytics)

Posted 21 Days Ago
Be an Early Applicant
Amsterdam, NLD
Hybrid
Senior level
Big Data • Business Intelligence • Consulting • Design
We help courageous leaders drive intelligent transformation
The Role
Own and evolve a production data platform on Google Cloud, designing BigQuery and dbt data models, ingestion and transformation pipelines, orchestration, CI/CD, and infrastructure practices. Integrate digital analytics, marketing, campaign, and customer data for reporting and activation. Support machine learning model deployment and operations, ensure reliability and cost efficiency, define engineering standards, and mentor colleagues while partnering directly with business stakeholders.
Summary Generated by Built In

DATA ENGINEER — DIGITAL & ANALYTICS

Freelance / Interim | Hybrid (Amsterdam) | Start December 2026

Our client is a well-known Dutch consumer brand with a substantial digital and e-commerce operation. Their digital department runs on Google Cloud, and the data platform underneath it drives marketing decisions, customer analytics and a growing set of machine learning use cases. You are joining to take ownership of that platform as the current engineer moves on.

This is a broad remit held by one person. You own the data models, the pipelines and the architecture, and you work directly with marketing and digital stakeholders rather than through layers. You also bring other members of the team up the curve, so part of the job is teaching, not just building.

About Riverflex

Riverflex was founded in Amsterdam and London in 2018, eventually growing into a global team of consultants united by a mission to help courageous leaders drive transformative change. Today, we offer an integrated service through three service pillars: strategy and transformation consulting that Creates Change, talent services that Build Teams, and business-accelerating products that Augment Intelligence. For more information, visit www.riverflex.com.

Responsibilities

Data platform and pipelines

  • You own and extend the data architecture on Google Cloud, with BigQuery at its centre.

  • You build and maintain transformation models in dbt.

  • You design, run and monitor orchestrated pipelines in Airflow.

  • You write production Python for ingestion, transformation and automation.

Digital and marketing analytics

  • You own the GA4 implementation and its BigQuery export, turning raw event data into models the business can use.

  • You manage Google Tag Manager, including tagging strategy, data layer design and governance.

  • You work directly with marketing and digital teams to translate their questions into data they can act on.

Machine learning

  • You deploy, monitor and maintain machine learning models in production.

  • You build the pipelines and infrastructure that keep those models fed and running.

Enablement

  • You mentor others in the team, raising the standard of engineering practice around you.

  • You document what you build, so the platform does not depend on one person.

Job requirements

  • Strong commercial experience as a data engineer on Google Cloud Platform, with deep BigQuery knowledge.

  • Hands-on expertise in dbt for data modelling and transformation.

  • Production experience with Airflow or an equivalent orchestrator.

  • Strong Python for data engineering.

  • Practical GA4 experience, including working with the raw BigQuery export.

  • Working knowledge of Google Tag Manager and digital analytics implementation.

  • MLOps experience: deploying and maintaining models in production, not only building them.

  • A track record of mentoring or coaching other engineers.

  • Comfortable working directly with non-technical marketing and commercial stakeholders.

  • Available from December 2026, with the right to work in the EU.

The following are a plus:

  • Experience in retail, e-commerce or consumer brands.

  • Exposure to consent management and privacy-compliant tracking.

  • Dutch language skills.

Why this role

You own the whole stack rather than a slice of it, from tag to model to production. The client is a consumer brand with real scale, so the data you work with reflects genuine customer behaviour rather than a proof of concept. The remit is wide and the autonomy is real, which suits someone who wants to shape a platform rather than maintain someone else's.

Apply now

Interested in this role? Submit your CV and a brief note on your relevant experience through the Riverflex website or reach out to our talent team directly.

We are an Equal Opportunity Employer and take pride in a diverse environment. We do not discriminate in recruitment, hiring, training, promotion, or other employment practices for reasons of race, color, religion, gender, sexual orientation, national origin, age, marital status, medical condition, or disability. Even if you believe you do not tick all the aforementioned requirements for the role, we still encourage you to take the time to apply.

Skills Required

  • Substantial commercial experience as a data engineer, including ownership of a production data platform
  • Deep hands-on experience with Google Cloud Platform and BigQuery
  • Strong data modeling skills with dbt
  • Proficiency in Python and advanced SQL
  • Experience with workflow orchestration such as Airflow or Cloud Composer
  • Experience with version control, CI/CD, and infrastructure as code
  • Practical experience with digital analytics data, particularly Google Analytics 4 and Google Tag Manager
  • Ability to work independently with business stakeholders and translate commercial questions into technical solutions
  • Eligible to work in the EU
  • Able to contract on a freelance basis
  • Experience deploying and operating machine learning models in production
  • Background in retail, e-commerce, or another consumer-facing sector
  • Experience mentoring or leading other engineers
  • Fluency in Dutch
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The Company
HQ: Amsterdam, Noord-Holland
45 Employees
Year Founded: 2018

What We Do

Traditional consulting wasn't built for the speed of AI. We Are. Riverflex is an intelligent transformation accelerator, partnering with courageous leaders at the world's leading companies to drive profound change in the age of AI. We believe real transformation is not just implementing tools, it’s a re-foundership of finding the right blend of human and machine to move faster, decide smarter, and build lasting capability. How we work: CREATE CHANGE: We co-develop bold visions and strategies that give your organization the clarity and confidence to make difficult decisions, fast. BUILD TEAMS: We strengthen your people through targeted training and augment your ranks with elite interim and permanent talent from our global PRO network. AUGMENT INTELLIGENCE: We design and implement AI-augmented workflows and custom tools that sharpen decision-making and streamline how work gets done. Underpinning all of it: our global open-talent ecosystem, a curated network of Riverflex PROs who are genuine experts in technology, data, and change. For courageous leaders: Ready for a next gen consulting partner that builds your capability, not just your slide decks? Let's talk. ? [email protected] For independent experts: Want to work on challenges that actually matter? Join our network of Pros. ? platform.riverflex.com

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