Veteran Benefits Guide · 12 hours ago
Data Analytics Engineer
Veteran Benefits Guide (VBG) is dedicated to ensuring that Veterans receive accurate disability benefits. The Data Analytics Engineer will transform raw data into trusted datasets for reporting and decision-making, collaborating with various teams to optimize data models and ensure data quality.
Customer ServiceEmployee BenefitsHealth CareService Industry
Responsibilities
Build, maintain, and optimize curated data models using SQL, dbt, or similar transformation tools
Create dimensional models (fact/dimension) and semantic layers to support reporting and advanced analytics
Construct unified datasets that bring together cross-system information (e.g., Salesforce, NetSuite, Google Ads)
Profile, validate, and cleanse data to eliminate duplicates, missing fields, and inconsistencies
Implement automated data tests to ensure accuracy, completeness, and referential integrity
Investigate and resolve issues flagged by Analysts when metrics do not match or data looks incorrect
Partner with DBAs and Data Engineers to ensure performance at the warehouse structures and optimized queries
Adhere to and help define data governance, documentation standards, and semantic layer best practices
Maintain version-controlled analytics codebases using Git or similar workflows
Work closely with Analysts to understand their data needs and translate them into robust models
Support BI Developers by providing clean, reliable datasets that power dashboards and reports
Communicate issues, improvements, and data model changes clearly to technical and non-technical audiences
Qualification
Required
Advanced SQL skills (window functions, CTEs, performance tuning)
Experience with transformation frameworks (dbt strongly preferred)
Strong understanding of data warehousing concepts: star schema, snowflake schema, fact/dimension modeling
Familiarity with cloud warehouses (Snowflake, BigQuery, Redshift, Synapse)
Ability to troubleshoot mismatched metrics, broken joins, or duplicated data
Bachelor's degree in Data Analytics, Computer Science, Information Systems, or related field
3–5+ years of experience in analytics engineering, BI development, or data modeling
Preferred
Experience with Python or R for data validation or automation scripts
Knowledge of BI tools (Power BI, Tableau, Looker) and how they interact with semantic layers
Familiarity with CI/CD for analytics code and version control (Git)
Exposure to data governance, cataloging, and documentation tools
Company
Veteran Benefits Guide
Veteran Benefits Guide offers veterinary and disability services.
Funding
Current Stage
Growth StageRecent News
2025-05-17
2024-04-06
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