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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and maintaining data pipelines and infrastructure, with proficiency in SQL and Python. Capable of translating user requirements into effective code while ensuring reliable reporting and data modeling.
Highest-signal resume keywords
Data Pipeline DevelopmentSQL ProficiencyPython ProficiencyAzure ExperienceDimensional Modeling
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data EngineeringData Warehouse DevelopmentELT Pipeline BuildingCI/CDGitHubAI-Native DevelopmentCodex ExperienceClaude Code ExperienceBusiness Intelligence ToolsSpreadsheet Integration
Soft Skills
Ownership MindsetComfort With AmbiguityPractical Problem Solving
Tools & Technologies
AzureDatabricksERP SystemsCRM SystemsShop-Floor Tracking Systems
Industry Keywords
Finance LiteracyAccounting LiteracyManufacturing DataBusiness ReportingData Infrastructure
Tech Stack
Tools & technologiesAzureERPPythonSQL
About the role
Key responsibilities & impact- Develop reliable, documented, and stable production-grade infrastructure for reporting and business decisions
- Build and maintain data pipelines from ERP, CRM, shop-floor tracking, and other company systems into the consolidated data warehouse
- Shape raw data into usable models and own the reporting layer
- Build and maintain reporting connected to how AAG companies operate
- Take over development and day-to-day maintenance of the data system alongside technical leadership
- Translate requirements from the CEO and AAG Leadership Team into code
- Support data infrastructure serving Commercial, Manufacturing, Finance, Marketing, and other functions
Requirements
What you’ll need- Experience as a data or analytics engineer who has built or substantially contributed to data pipelines or a warehouse
- Software engineering experience with a focus on data infrastructure
- Experience building pipelines behind spreadsheets and BI tools
- Ability to translate user requirements into code
- Ownership mindset and willingness to handle system maintenance
- Comfort with ambiguity and making progress before every requirement is defined
- Bias toward practical, efficient solutions
- Proficiency in SQL
- Proficiency in Python
- Experience with Azure
- Experience with Databricks
- Dimensional modeling experience
- Experience building ELT pipelines
- CI/CD and GitHub/branching experience
- AI-native development and experience with Codex or Claude Code
- Finance and accounting literacy, ERP systems, and manufacturing data/process experience are nice to have
- Remote eligibility in the U.S., UK, or Ireland, or ability to work in person at Stevensville, Michigan; Devon, UK; or Strathaven, Scotland
- Ability to undertake periodic domestic and international travel (<10%)
