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Senior Data Engineer
Senior Data EngineerHeritage Distribution • Atlanta, GA, US
Senior Data Engineer

Senior Data Engineer

Heritage Distribution • Atlanta, GA, US
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Job Description

Job Description

Heritage Distribution Holdings is building a next-generation business management platform from the ground up — and we’re looking for a hands-on Senior Data Engineer to deliver and scale our data strategy. As we grow rapidly through mergers and acquisitions, we face a rich and complex data environment. This role will be central to cleaning, unifying, and powering data flows across the enterprise. You’ll work primarily on building and maintaining production-ready pipelines, cleaning and standardizing datasets, and ensuring data quality — while also contributing to the long-term design of our data architecture. We operate on an Azure-based infrastructure with a PostgreSQL backend and Python-scripted ETL pipelines. You’ll collaborate with engineering, finance, and operations teams to make our data reliable, scalable, and analytics-ready.

Key Responsibilities and Tasks

  • Clean, standardize, and integrate large, messy datasets from diverse ERP, finance, and operational systems, applying AI-driven approaches for anomaly detection, data quality monitoring, and metadata enrichment.
  • Maintain and optimize relational database schemas (PostgreSQL), including materialized views for transactional and reporting systems.
  • Build and maintain ETL pipelines using Python, Airflow, DBT and related tooling — leveraging AI-powered developer tools (e.g., Copilot, Claude, Cursor) to accelerate coding, testing, and documentation.
  • Establish and enforce data quality rules, validation logic, and monitoring standards.
  • Create database connections and integrations between PostgreSQL and Microsoft applications.
  • Document data models, pipelines, and business logic to ensure scalability and knowledge sharing.
  • Collaborate with business stakeholders to understand data requirements and deliver actionable solutions.
  • Contribute to data governance practices, including metadata management and access controls.
  • Design data models to support complex ERP and operational domains.
  • Support vendor management and coordinate contributions from internal and external implementation teams.
  • Participate in tool evaluations and contribute to the evolution of our modern data stack (warehouse, orchestration, catalog, etc.).

Certifications : None required; cloud platform certifications (e.g., Azure Data Engineer Associate) are a plus.

Educational Requirements : Preferred : Bachelor’s degree in Computer Science, Data Engineering, or related STEM field (Not Required)

Years of Experience : 8+ years of experience in data engineering or database architecture roles; nice to have : 2+ years in a lead or architect capacity

Knowledge / Skills / Abilities :

  • Strong experience with relational database design (PostgreSQL preferred)
  • Deep understanding of Modern ELT / ETL best practices and tools (Python, Airflow, dbt, etc)
  • Experience designing databases and integrations for ERP system
  • Direct experience using modern AI development tools like Copilot, Claude, or Cursor to accelerate coding, testing, and documentation.”
  • Preferred : Familiarity with applying AI / ML services in Azure (e.g., Cognitive Services, Azure Machine Learning) for advanced data engineering use cases.
  • Preferred : Experience in Distribution or transactional accounting
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