https://jamesm.blog/tags/data-quality/ Recent content in Data-Quality on jamesm.blog https://jamesm.blog/papermod-cover.png https://jamesm.blog/papermod-cover.png Hugo en Thu, 04 Jun 2026 20:19:00 +0100 https://jamesm.blog/data-engineering/ethical-data-use-2026/ Thu, 04 Jun 2026 20:19:00 +0100 https://jamesm.blog/data-engineering/ethical-data-use-2026/ Ethical data use has moved from a policy memo to an engineering problem. This is a grounded, practitioner's look at what data engineers actually need to get right in 2026 - consent and purpose limitation as schema-level concerns, the right to be forgotten meeting the immutable lakehouse, training-data provenance, privacy-preserving techniques, dataset documentation, and the regulatory backdrop that now has real deadlines.