Data Architect (AI Infrastructure)
Confidential
Posted: March 4, 2026
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Quick Summary
Design and build the structural foundation of our data ecosystem to support AI-driven operations, ensuring data is clean, unified, and AI-ready.
Required Skills
Job Description
About the Role
Do you believe data should be infrastructure, not an afterthought? Do you see AI as only as strong as the datasets behind it? And do you want to design the data backbone of a modern, AI-driven agency? Then this is your moment: team5pm is looking for a Data Architect - AI & Performance Infrastructure.
What You’ll Do
As a Data Architect, you design and build the structural foundation of our data ecosystem. You ensure that platform data, campaign performance data, search and watch behaviour data and internal operational data are unified, clean and AI-ready.
You don’t just analyse data.
You design how it lives, flows and scales.
You work closely with data analysts, AI workflow developers, strategists and innovation leadership to create structured datasets that power performance loops, automation systems and AI-driven creative decisions.
In short: you build the backbone that makes intelligent content possible.
Your responsibilities
• Design and maintain the overall data architecture across the organisation
• Structure and unify datasets from platforms such as YouTube, TikTok, Meta and Google
• Build scalable data models that support AI workflows and automation
• Develop and optimise ETL pipelines and data ingestion processes
• Improve data quality, consistency and governance standards
• Collaborate with AI workflow developers to make datasets AI-compatible
• Define schemas for reusable vertical datasets that enable predictive insights
• Monitor performance, scalability and reliability of data systems
• Document architecture and ensure internal understanding of data structures
Meet Team5pm
We are a data-driven social agency focused on effectiveness. Since 2018, we’ve been developing creative content that resonates with target audiences and drives conversions. With deep platform-specific expertise powered by insights into consumer search and viewing behavior, we help brands generate attention, boost preference and achieve results on social media. From YouTube and TikTok content to digital-first commercials and influencer campaigns, we’ve got it all covered.
Operating out of Amsterdam, Stockholm, Cape Town, and Warsaw, we partner with an international network of clients that includes Prime Video, GAMMA, bol, and KPN. Our work has earned us recognition such as SAN Awards, ADCN Lamps, Effie Awards, The YouTube Works, The Webby Awards, The Global Search Awards, and The European Video Awards.