Senior Data Engineer
ApTask
Senior Data Engineer
Location Work Model Experience- Dallas, Texas Hybrid, 3 days onsite
8+ years Role Summary
Build and support production-grade cloud data pipelines and data products. This is a hands-on role focused on Snowflake
and AWS engineering, with responsibility for reliable delivery from source onboarding through production support.
Key Responsibilities
• Design and build scalable ingestion and transformation pipelines across Snowflake Bronze, Silver, and Gold layers.
• Develop modular dbt models, advanced SQL transformations, and Airflow workflows.
• Build AWS-based integrations using files, APIs, events, and cloud storage patterns.
• Perform source profiling, source-to-target mapping, cleansing, standardization, reconciliation, and data validation.
• Implement automated unit, integration, regression, and data quality tests using frameworks such as SODA.
• Support CI/CD, production deployments, monitoring, troubleshooting, performance tuning, documentation, and hypercare.
• Collaborate closely with architects, product teams, data stewards, and distributed engineering teams
Required Skills and Experience
• Strong hands-on Snowflake skills, including advanced SQL, data modeling, performance tuning, and secure data access.
• Strong hands-on AWS data engineering skills.
• 8+ years in data engineering, ETL/ELT, or cloud data-platform development.
• Production experience with dbt and Airflow.
• Experience with SnapLogic or similar integration tools, Kafka, REST APIs, Git, and CI/CD.
• Experience implementing data quality frameworks such as SODA, automated testing, reconciliation, and observability.
• Ability to troubleshoot production pipelines and work effectively across onsite and offshore teams.
• Ability to work onsite in Dallas three days per week. About ApTask:
ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-owned company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer:
At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at View email address on click.appcast.io. Applicant Consent:
By submitting your application, you agree to ApTask's ( Terms of Use and Privacy Policy, and provide your consent to receive SMS and voice call communications regarding employment opportunities that match your resume and qualifications. You understand that your personal information will be used solely for recruitment purposes and that you can withdraw your consent at any time by contacting us at View phone number on click.appcast.io or View email address on click.appcast.io. Message frequency may vary. Msg & data rates may apply.
Location Work Model Experience- Dallas, Texas Hybrid, 3 days onsite
8+ years Role Summary
Build and support production-grade cloud data pipelines and data products. This is a hands-on role focused on Snowflake
and AWS engineering, with responsibility for reliable delivery from source onboarding through production support.
Key Responsibilities
• Design and build scalable ingestion and transformation pipelines across Snowflake Bronze, Silver, and Gold layers.
• Develop modular dbt models, advanced SQL transformations, and Airflow workflows.
• Build AWS-based integrations using files, APIs, events, and cloud storage patterns.
• Perform source profiling, source-to-target mapping, cleansing, standardization, reconciliation, and data validation.
• Implement automated unit, integration, regression, and data quality tests using frameworks such as SODA.
• Support CI/CD, production deployments, monitoring, troubleshooting, performance tuning, documentation, and hypercare.
• Collaborate closely with architects, product teams, data stewards, and distributed engineering teams
Required Skills and Experience
• Strong hands-on Snowflake skills, including advanced SQL, data modeling, performance tuning, and secure data access.
• Strong hands-on AWS data engineering skills.
• 8+ years in data engineering, ETL/ELT, or cloud data-platform development.
• Production experience with dbt and Airflow.
• Experience with SnapLogic or similar integration tools, Kafka, REST APIs, Git, and CI/CD.
• Experience implementing data quality frameworks such as SODA, automated testing, reconciliation, and observability.
• Ability to troubleshoot production pipelines and work effectively across onsite and offshore teams.
• Ability to work onsite in Dallas three days per week. About ApTask:
ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-owned company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer:
At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at View email address on click.appcast.io. Applicant Consent:
By submitting your application, you agree to ApTask's ( Terms of Use and Privacy Policy, and provide your consent to receive SMS and voice call communications regarding employment opportunities that match your resume and qualifications. You understand that your personal information will be used solely for recruitment purposes and that you can withdraw your consent at any time by contacting us at View phone number on click.appcast.io or View email address on click.appcast.io. Message frequency may vary. Msg & data rates may apply.
Vacancy posted 5 days ago
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