> Markdown version of [/jobs/ext/2591122-data-quality-architect](https://www.wearedevelopers.com/jobs/ext/2591122-data-quality-architect). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Quality Architect - **Company:** Software Technology, Inc. - **Location:** Greensboro, NC, United States - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Information Engineering, Data Infrastructure, Data Migration, SQL Databases, Strategies of Testing, Data Lakes, Collibra, Databricks - **Published:** August 31, 2026 - **Apply:** https://www.dice.com/job-detail/2f002f9a-2485-4776-bf5d-a7c6936457e1 ## About the Role * 10+ years in data quality, data engineering or data platform architecture, including experience leading a migration to a client-facing gate. * Hands-on Databricks - Unity Catalog, Delta Lake and Workflows - sufficient to review generated code and challenge design decisions credibly. * Working knowledge of Collibra DQ or an equivalent enterprise DQ platform such as Informatica DQ, Ataccama, Soda or Monte Carlo. * Proven ownership of a decommission programme where the legacy system could not be switched off without documented evidence. * Able to hold a client conversation in which the honest answer is "not yet", and keep both the schedule and the relationship intact. Preferred: * Retail, apparel or CPG data domain exposure. * Experience defining test strategy for a data migration, even where not personally executing it. ## Description * Own delivery of the migration end to end, from framework design through to Collibra DQ decommission. * Make and defend the native-monitoring versus generated-SQL routing decision with client, and revise it as pilot evidence lands. * Own the pilot gate go/no-go - scale does not begin until every exit criterion is demonstrably met, including measured effort per dataset. * Chair the weekly working gate with client's DQ lead, and report progress, risk and defect trend to programme sponsors. * Direct alias-to-table mapping, retirement validation of candidate jobs, and scope adjudication with the client DQ team. * Own the parity sign-off process so that no dataset is cut over without written steward approval. ## Related Videos - [Empowering Retail Through Applied Machine Learning](https://www.wearedevelopers.com/videos/976-empowering-retail-through-applied-machine-learning) - [Cutting LLM Costs Without Cutting Quality: How to Beat Proprietary LLMs with Fine-Tuned Open Source](https://www.wearedevelopers.com/videos/100151-cutting-llm-costs-without-cutting-quality-how-to-beat-proprietary-llms-with-fine-tuned-open-source) - [Modern Data Architectures need Software Engineering](https://www.wearedevelopers.com/videos/1030-modern-data-architectures-need-software-engineering) - [OLTP in the Lakehouse: Redefining Data for AI Workloads](https://www.wearedevelopers.com/videos/2038-oltp-in-the-lakehouse-redefining-data-for-ai-workloads) - [Enabling intelligent logistics automation: home-grown Industrial IoT platform at Austrian Post](https://www.wearedevelopers.com/videos/2018-enabling-intelligent-logistics-automation-home-grown-industrial-iot-platform-at-austrian-post) - [The Data Mesh as the end of the Datalake as we know it](https://www.wearedevelopers.com/videos/156-the-data-mesh-as-the-end-of-the-datalake-as-we-know-it) ## Related Articles - [Making Data Warehouses Fast: A Developer’s Story](https://www.wearedevelopers.com/magazine/107-making-data-warehouses-fast-a-developer-s-story) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [How We Built a Worry-Free System That Runs for 10+ Years – And What We’d Do Again](https://www.wearedevelopers.com/magazine/751-how-we-built-a-worry-free-system-that-runs-for-10-years-and-what-we-d-do-again) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Why Event-Driven Architecture Isn’t About Speed (and When You Actually Need It)](https://www.wearedevelopers.com/magazine/745-why-event-driven-architecture-isn-t-about-speed-and-when-you-actually-need-it)