Senior Data Engineer - AI/ML Pipelines for Retail Data

Watkins Wellness; Indianapolis, Northern (IN, KY); Hybrid; USD 89,000 - 139,000; Full time

Job summary

Delta Faucet Company is seeking a Senior Data Engineer to design, build, and scale enterprise data pipelines powering omni-retail analytics, AI/ML initiatives, and advanced modeling. This role spans POS, eCommerce, third-party, and enterprise data sources, with a focus on data quality and governance.

The ideal candidate will drive standardized data definitions, collaborate with analytics and data science teams, and mentor engineers in scalable design patterns while leveraging cloud platforms and

Qualifications

• 5+ years of experience in data engineering, data platform development, or related roles.
• Strong proficiency in SQL and Python for data transformation and pipeline development.
• Hands-on experience with distributed data processing frameworks (e.g., PySpark, Spark).
• Experience working with APIs and integrating structured and unstructured data sources.
• Strong understanding of data modeling concepts (e.g., dimensional modeling, fact/dimension design).
• Experience implementing data quality, validation, and monitoring solutions.
• Ability to work across technical and business teams to deliver data-driven solutions.
• Strong problem-solving skills with the ability to manage complex data environments.

Responsibilities

• Design, build, and maintain scalable data pipelines integrating POS, eCommerce, third-party, and enterprise data sources.
• Lead cross-platform data integration across APIs, file ingestion, cloud storage, and analytics environments.
• Develop and manage end-to-end data workflows from ingestion through transformation to consumption.
• Create and maintain feature-ready datasets to support statistical modeling, machine learning, and AI initiatives.
• Standardize data models, schemas, and transformation logic across retailers and product hierarchies.
• Implement automated data quality checks, validation frameworks, and monitoring processes.

Skills

SQL

Python

PySpark

Data Modeling

Data Quality

Monitoring

Tools

Databricks

Airflow

Azure Data Factory

Snowflake

Job description

Delta Faucet Company is seeking a Senior Data Engineer to design, build, and scale enterprise data pipelines powering omni-retail analytics, AI/ML initiatives, and advanced modeling. This role spans POS, eCommerce, third-party, and enterprise data sources, with a focus on data quality and governance.

The ideal candidate will drive standardized data definitions, collaborate with analytics and data science teams, and mentor engineers in scalable design patterns while leveraging cloud platforms and