Data Engineer II

Topgolf International, Inc.

$90K — $120K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 2+ years of experience in Data Engineering or related roles.
  • Strong proficiency in SQL and Python for data processing.
  • Hands-on experience building ETL/ELT pipelines.
  • Familiarity with cloud providers such as AWS, Azure, or GCP.
  • Experience with workflow orchestration tools like Apache Airflow.

Responsibilities

  • Design, develop, and maintain ETL/ELT data pipelines.
  • Build and optimize data warehouses and lakes using AWS services.
  • Develop and manage data integration workflows using various tools.
  • Ensure data quality, reliability, and performance across systems.
  • Optimize SQL queries and data models for performance.
  • Prepare datasets for machine learning models specifically for forecasting.
  • Implement CI/CD pipelines for data workflows and infrastructure.

Benefits

  • Free Play & 1/2 price food.
  • Health, dental, and vision coverage.
  • 401(k) playmaker match.
  • Access to a free mental well-being platform.
  • Additional benefits available for those who qualify.
Full Job Description
We are seeking a Data Engineer II to design, build, and maintain scalable data pipelines and data infrastructure that support analytics, reporting, and machine learning initiatives. The ideal candidate has strong experience in SQL, AWS data analytics services, and Python, with hands-on experience building ETL/ELT pipelines using modern cloud-based tools.

2+ years of experience in Data Engineering, data platform development, or related roles, with strong proficiency in SQL and Python for data processing and pipeline development.

  • Design, develop, and maintain scalable ETL/ELT data pipelines using Python, SQL, and Apache Airflow.
  • Build and optimize data warehouses and data lakes using AWS Redshift, S3, and related AWS services.
  • Develop and manage data integration workflows using tools such as Airflow, Python, AWS Glue or Talend (optional).
  • Ensure data quality, reliability, and performance across pipelines and data platforms.
  • Optimize SQL queries, Redshift schemas, and data models for performance and scalability.
  • Prepare and deliver datasets for machine learning models for Forecasting usecases.
  • Implement CI/CD pipelines for data workflows and infrastructure deployments.
  • Monitor pipeline performance and troubleshoot production issues.
  • Maintain proper documentation and adhere to data governance and security best practices.
  • Participate in code reviews and contribute to improving engineering standards.
  • Experience with one or more cloud providers: AWS (Glue, S3, Redshift), Azure (Data Lake, Databricks), or GCP.
  • Experience with workflow orchestration tools such as Apache Airflow.
  • Familiarity with machine learning data pipelines or feature engineering workflows.
  • Understanding of data modeling, data warehousing concepts, and performance optimization.

BENEFITS

Free Play & 1/2 price food! Health, dental, vision, 401(k) team member match, free mental well-being platform - and that's just for starters for those who qualify. View team member benefits here.

ADA
The above statements cover what are generally believed to be principal and essential functions of the job. Specific circumstances may allow or require some incumbents assigned to the job to perform a different combination of duties.

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