3 of 3 Contract ETL Jobs in the North West

while promoting best practices in their coding, testing, and deployment. Design and implement robust, scalable data pipelines (batch and real-time) to ingest, transform, and load data from multiple sources Build and maintain ETL/ELT processes to support analytics and BI platforms Identify and reuse existing data flows where … must-have Strong experience with Python or Scala for data processing Advanced SQL skills with experience handling large datasets Experience building and maintaining ETL/ELT pipelines in production environments Hands-on experience with workflow orchestration tools (e.g. Airflow ...

functional requirements into practical t ransformation and validation rules. Ensure alignment with integrations, configuration , and overall ServiceNow platform architecture. 3. Data Extraction, Transformation & Loading (ETL) Oversee extraction of data from legacy systems , databases, and spreadsheets. Manage development and execution of ETL processes using ServiceNow Import Sets , Transform Maps, MID Server … experience with ServiceNow as target platform (TPSM/ITSM preferred). Excellent knowledge of Import Sets, Transform Maps, and ServiceNow data models . Strong ETL, SQL, data quality , and reconciliation experience . Proven experience delivering migrations through multiple test cycles and cutover. Strong stakeholder and project coordination skills. BACKGROUND ServiceNow ...

accuracy, completeness, consistency, timeliness, validity) and track issues over time via dashboards Define and refine data quality rules with stakeholders; build automated checks into ETL/warehouse/reporting environments Investigate root causes of anomalies and work with system owners on fixes and longer-term prevention Support data governance: dictionaries … quality improvement plans (regulated sector a plus) Familiarity with governance tools (e.g. Azure Purview) Experience setting data quality metrics, thresholds and dashboards Understanding of ETL processes and translating business rules into technical validation logic Clear communicator, able to explain complex findings simply Attributes Curious and methodical, but delivery-focused Confident ...