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Lead data engineer

3B Staffing LLC

Title: Lead Data Engineer - Data & AI, Supply Chain


Client: Gap


Location: Onsite - Pleasanton, CA


Duration: 6-12 months


Visa: USC/GC


Rate: $68/hr W2


Interview Process: 1 video interview followed by onsite interview


Mandatory: Retail/fashion industry experience required


About the Role

  • Gap Tech is seeking an experienced Lead Data Engineer to join the Supply Chain Data & AI Organization. This hands-on technical leadership role will support the design, development, and delivery of enterprise data products and analytics solutions across the Sourcing, Transportation, and Warehouse Management (WMS) domains.
  • The ideal candidate is a hands-on technical leader with deep expertise in building modern cloud-native data platforms on Google Cloud Platform (GCP). You will collaborate with Product Managers, Solution Architects, Data Architects, Business SMEs, and engineering teams to develop scalable, high-quality data solutions that enable advanced analytics and AI-driven decision making.
Key Responsibilities
  • Design, develop, and implement scalable data pipelines and data products on Google Cloud Platform (GCP).
  • Build and optimize enterprise data solutions using Dataproc, BigQuery, SQL, and dbt.
  • Design robust and scalable data models that support analytical and operational reporting requirements.
  • Develop efficient ETL/ELT pipelines to ingest, transform, and publish data from multiple enterprise systems.
  • Collaborate with Product Managers, Business Analysts, Enterprise Solution Architects, Data Architects, and business stakeholders to translate business requirements into scalable technical solutions.
  • Lead technical design discussions and perform code reviews to ensure engineering quality and adherence to standards.
  • Optimize data processing performance, reliability, scalability, and cost across cloud-based data platforms.
  • Implement monitoring, testing, and operational best practices to support production workloads.
  • Contribute to reusable frameworks, engineering standards, and documentation that improve team productivity and solution consistency.
  • Support production issue resolution and continuous improvement initiatives.
  • Work effectively within Agile delivery teams and participate in sprint planning, estimation, and backlog refinement.
  • Mentor team members.
Required Technical Skills
  • 8+ years of experience in Data Engineering with demonstrated technical leadership on enterprise data projects.
  • Strong hands-on experience with Google Cloud Platform (GCP).
  • Expert-level proficiency in:
  • Dataproc
  • Big Query
  • SQL
  • DBT (Data Build Tool)
  • Strong understanding of modern ETL/ELT architecture and large-scale data processing.
  • Strong knowledge of data modeling techniques, including dimensional modeling, normalized data models, and analytical data warehouse design.
  • Experience building scalable and maintainable cloud-native data pipelines.
  • Experience with Git, CI/CD pipelines, and engineering best practices.
  • Strong analytical, troubleshooting, and problem-solving skills.
  • Excellent verbal and written communication skills with the ability to collaborate effectively across cross-functional teams.
  • Proficiency in Python for data engineering, automation, and utility development.
Preferred Technical Skills
  • Experience with Apache Airflow for workflow orchestration.
  • Experience integrating enterprise data platforms with Apache Kafka or other streaming technologies.
  • Working knowledge of PySpark for distributed data processing.
  • Familiarity with data quality, metadata management, and data governance best practices.
Domain Experience (Highly Desirable)


Candidates with experience in one or more of the following areas will be strongly preferred:


Retail industry (Apparel)
  • Supply Chain data platforms
  • Transportation and Logistics
  • Warehouse Management Systems (WMS)
  • Distribution Center operations
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