Senior Data Engineer
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Job description
This is an opportunity to join a high growth business as the Data Engineer. The position will work with the Analytics & Insights team at Allworth Financial to optimize the company’s existing data infrastructure to support a robust data analytics and reporting structure.
We are looking for a Senior Data Engineer, or similarly experienced data modernization professional, to help guide the next stage of our data platform evolution. This role will support the modernization of legacy SQL-based processes into scalable, maintainable cloud data pipelines, while also helping us identify architectural gaps, improve engineering standards, and mature our data governance practices.
The ideal candidate has hands-on experience across data engineering, cloud data platforms, ETL/ELT design, data modeling, orchestration, performance tuning, data quality, and governance. We are looking for someone who can both build and advise: someone who can write production-quality pipelines, review existing architecture, mentor team members, and point out the risks, patterns, and opportunities we may not yet know to look for.
This person will play a key role in helping us move from legacy stored procedures and fragmented reporting processes toward a more reliable, transparent, and well-governed modern data architecture., · Design, build, and optimize data pipelines using PySpark, Delta Lake, SQL, and cloud-based data engineering tools.
· Improve data pipeline reliability, observability, logging, error handling, and restartability.
· Review existing notebooks, SQL scripts, data models, and orchestration workflows for maintainability and performance.
· Guide best practices for Azure Synapse, Spark, Delta Lake, data lake storage, and related cloud data services.
· Identify architectural gaps, technical debt, and modernization risks.
· Help design and implement data quality checks, reconciliation processes, and validation frameworks.
· Support development of canonical IDs, master data patterns, and entity resolution processes.
· Assist with data cataloging, lineage, metadata management, and governance practices.
· Partner with business stakeholders to understand reporting, analytics, and data product requirements.
· Help structure scalable data models for BI tools such as ThoughtSpot, Power BI, or similar platforms.
· Mentor data team members and help raise the overall engineering maturity of the team.
· Provide guidance on what we may be overlooking in areas such as security, performance, cost, governance, orchestration, testing, and long-term maintainability.
Requirements
Do you have experience in SQL databases?, · 5+ years of professional experience in data engineering, analytics engineering, data architecture, or a closely related role.
· Strong SQL skills, including stored procedures, joins, window functions, CTEs, merge logic, and performance tuning.
· Hands-on experience with PySpark or distributed data processing frameworks.
· Experience designing and maintaining ETL/ELT pipelines in a cloud environment.
· Experience with data lake or lakehouse architecture, including Delta Lake or similar table formats.
· Strong understanding of data modeling concepts, including dimensional modeling, staging layers, curated layers, and semantic/reporting models.
· Experience with pipeline orchestration, scheduling, dependency management, and failure recovery.
· Ability to troubleshoot data quality issues, pipeline failures, schema drift, performance bottlenecks, and source system inconsistencies.
· Familiarity with modern data governance concepts, including cataloging, lineage, ownership, access control, data definitions, and data quality monitoring.
· Ability to communicate clearly with both technical and non-technical stakeholders.
· Experience reviewing existing systems and recommending practical, incremental improvements.
· Experience with Azure Synapse Analytics, Azure Data Lake Storage, Microsoft Fabric, Azure Data Factory, or related Azure data services.
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