Senior Data Engineer (SQL, Databricks, Oracle, AWS S3)

Guadalajara, JA
Full-Time

Job Description

Job#: 3009997

Job Description:

NOTE: They are migrating from Stibo, but Stibo is not required skill. They also are ok considering a strong Mid resource, but preference is a Senior. AWS S3 and data migrations are a must.


Senior Data Engineer (SQL, Databricks, Oracle, AWS S3) – Apex Systems Mexico


Who We Are

Apex Systems is a global technology services firm delivering data, cloud, and digital solutions that drive measurable business transformation. Through our Mexico Delivery Center (MDC), we partner with enterprise clients to modernize data ecosystems, enabling cloud migration, analytics, and AI-driven decision-making.


Position Overview

We are seeking a Senior Data Engineer with advanced expertise in SQL, Databricks, and Oracle database scripting to support a large-scale data modernization and cloud migration initiative. This role will lead the design and redevelopment of data pipelines and SQL packages as part of a transformation from on-prem Oracle environments to AWS cloud-based architectures.

The ideal candidate is hands-on, detail-oriented, and capable of working independently while collaborating closely with product and data teams to deliver high-quality, production-ready solutions.


Key Responsibilities

  • Design, develop, and optimize complex SQL queries, scripts, and stored procedures to support analytics and reporting needs.
  • Rewrite and migrate existing Oracle-based ETL scripts and workflows for ingestion into AWS S3 and Databricks environments.
  • Build, manage, and maintain data pipelines supporting cloud migration from on-prem systems to AWS.
  • Collaborate with cross-functional teams to define data requirements, architecture, and migration strategy.
  • Work closely with product owners and technical leads to translate business logic into scalable data solutions.
  • Contribute to a 12-week Databricks + Stibo POC, ensuring smooth data ingestion, transformation, and validation.
  • Ensure data quality, consistency, and traceability across systems through strong validation and QA processes.
  • Support data transformation, metadata management, and performance optimization across environments.
  • Document workflows, logic, and dependencies clearly to enable long-term maintenance and transparency.
  • Demonstrate ownership, initiative, and minimal dependency on technical leads for daily execution.

Required Skills & Experience

  • 5+ years of experience as a Data Engineer or SQL Developer in large-scale enterprise environments.
  • Expert-level SQL skills for query writing, performance tuning, and data modeling.
  • Hands-on experience with Databricks for ETL, data transformation, and analytics.
  • Strong working knowledge of Oracle Database scripting and migration practices.
  • Experience with AWS S3 and cloud-based data storage/processing workflows.
  • Proven experience in data ingestion, ETL development, and data migration from on-prem to cloud.
  • Familiarity with Python or shell scripting for data automation.
  • Understanding of data lake and data warehouse architectures.
  • Strong analytical, troubleshooting, and communication skills.
  • English proficiency (B2+ level) for collaboration with global teams.

Preferred Qualifications

  • Experience with Stibo or similar MDM/data governance platforms.
  • Familiarity with cloud migration frameworks and DevOps pipelines.
  • Certifications in AWS Data Engineering, Databricks Certified Data Engineer, or Oracle Database Developer.
  • Experience participating in proof-of-concept (POC) or cloud migration projects.
  • Exposure to data governance, metadata management, or data quality tools.

Soft Skills

  • Highly independent and proactive, able to deliver with minimal guidance.
  • Strong problem-solving mindset and ownership of technical challenges.
  • Collaborative, with the ability to communicate clearly with both product and engineering teams.
  • Comfortable in fast-paced, evolving project environments.

Apex Systems is a world-class IT services company that serves thousands of clients across the globe. When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including Great Place to Work® and Great Place for Women to Work® in Mexico.

PDN-a07e4d52-07e2-44aa-8fe7-7eac45fd8a03

Job#: 3009997

Job Description:

NOTE: They are migrating from Stibo, but Stibo is not required skill. They also are ok considering a strong Mid resource, but preference is a Senior. AWS S3 and data migrations are a must.


Senior Data Engineer (SQL, Databricks, Oracle, AWS S3) – Apex Systems Mexico


Who We Are

Apex Systems is a global technology services firm delivering data, cloud, and digital solutions that drive measurable business transformation. Through our Mexico Delivery Center (MDC), we partner with enterprise clients to modernize data ecosystems, enabling cloud migration, analytics, and AI-driven decision-making.


Position Overview

We are seeking a Senior Data Engineer with advanced expertise in SQL, Databricks, and Oracle database scripting to support a large-scale data modernization and cloud migration initiative. This role will lead the design and redevelopment of data pipelines and SQL packages as part of a transformation from on-prem Oracle environments to AWS cloud-based architectures.

The ideal candidate is hands-on, detail-oriented, and capable of working independently while collaborating closely with product and data teams to deliver high-quality, production-ready solutions.


Key Responsibilities

  • Design, develop, and optimize complex SQL queries, scripts, and stored procedures to support analytics and reporting needs.
  • Rewrite and migrate existing Oracle-based ETL scripts and workflows for ingestion into AWS S3 and Databricks environments.
  • Build, manage, and maintain data pipelines supporting cloud migration from on-prem systems to AWS.
  • Collaborate with cross-functional teams to define data requirements, architecture, and migration strategy.
  • Work closely with product owners and technical leads to translate business logic into scalable data solutions.
  • Contribute to a 12-week Databricks + Stibo POC, ensuring smooth data ingestion, transformation, and validation.
  • Ensure data quality, consistency, and traceability across systems through strong validation and QA processes.
  • Support data transformation, metadata management, and performance optimization across environments.
  • Document workflows, logic, and dependencies clearly to enable long-term maintenance and transparency.
  • Demonstrate ownership, initiative, and minimal dependency on technical leads for daily execution.

Required Skills & Experience

  • 5+ years of experience as a Data Engineer or SQL Developer in large-scale enterprise environments.
  • Expert-level SQL skills for query writing, performance tuning, and data modeling.
  • Hands-on experience with Databricks for ETL, data transformation, and analytics.
  • Strong working knowledge of Oracle Database scripting and migration practices.
  • Experience with AWS S3 and cloud-based data storage/processing workflows.
  • Proven experience in data ingestion, ETL development, and data migration from on-prem to cloud.
  • Familiarity with Python or shell scripting for data automation.
  • Understanding of data lake and data warehouse architectures.
  • Strong analytical, troubleshooting, and communication skills.
  • English proficiency (B2+ level) for collaboration with global teams.

Preferred Qualifications

  • Experience with Stibo or similar MDM/data governance platforms.
  • Familiarity with cloud migration frameworks and DevOps pipelines.
  • Certifications in AWS Data Engineering, Databricks Certified Data Engineer, or Oracle Database Developer.
  • Experience participating in proof-of-concept (POC) or cloud migration projects.
  • Exposure to data governance, metadata management, or data quality tools.

Soft Skills

  • Highly independent and proactive, able to deliver with minimal guidance.
  • Strong problem-solving mindset and ownership of technical challenges.
  • Collaborative, with the ability to communicate clearly with both product and engineering teams.
  • Comfortable in fast-paced, evolving project environments.

Apex Systems is a world-class IT services company that serves thousands of clients across the globe. When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including Great Place to Work® and Great Place for Women to Work® in Mexico.

PDN-a07e4d52-07e2-44aa-8fe7-7eac45fd8a03

About Apex Systems, Inc.

Apex Systems is a world class technology services business that incorporates industry insights and experience to deliver solutions that fulfill our clients’ digital visions. We provide a continuum of service from workforce mobilization and modern enterprise solutions to digital innovation to drive better results and bring more value to our clients. Apex transforms our customers with modern enterprise solutions tailored to the industries we serve. Apex has a presence in over 70 markets across the US, Canada, and Mexico.

Apex is a segment of ASGN Inc. (NYSE: ASGN). To learn more, visit www.apexsystems.com.


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Senior Data Engineer (SQL, Databricks, Oracle, AWS S3)
Apex Systems, Inc.
Guadalajara, JA
Dec 2, 2025
Full-time
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