About the project (description, duration, stage)

Join Neurons Lab as a Data Engineer on a new engagement with a regulated UK & Ireland credit and lending company . The client has lifted data from multiple business entities into a newly centralized, anonymized data lake , but lacks the data-engineering depth to make it trustworthy and analytics-ready: current pipelines were assembled quickly (partly AI-assisted), and the descriptive statistics cannot yet be validated or reproduced .

You put that foundation on solid ground so the Data Science Lead can model on it with confidence — validate and re-engineer the pipelines, build the harmonization / semantic layer across entities, enforce data quality and lineage, and prepare clean, feature-ready datasets.

This is a foundational data-engineering role on a regulated data estate ; data protection and reproducibility are the primary constraints on every decision.