Job#: 3043784 Job Description: Senior Data Engineer
Location: Santa Ana, California (Partial Remote)
Role Overview
We are seeking a skilled Senior Data Engineer with expertise in Google Cloud Platform (Google Cloud Platform), Databricks, SQL, and Python/PySpark. The candidate will be responsible for designing, developing, optimizing, and maintaining scalable data pipelines and modern data platforms. This role requires collaboration with architects, developers, analysts, and business stakeholders while taking ownership of end-to-end data engineering solutions.
Key Responsibilities
- Design, develop, and maintain scalable ETL/ELT pipelines on Google Cloud Platform (Google Cloud Platform).
- Develop complex BigQuery SQL scripts, stored procedures, functions, and Common Table Expressions (CTEs).
- Build and manage data pipelines using Cloud Composer (Airflow DAGs).
- Develop streaming and batch data pipelines using Pub/Sub, Dataflow, and Dataproc.
- Design and implement data processing workflows using Databricks (PySpark and Spark SQL).
- Develop and maintain GitHub-based CI/CD deployment pipelines.
- Create and manage Eventarc integrations on Google Cloud Platform.
- Build data integration pipelines between SQL databases, BigQuery, Databricks, and other enterprise systems.
- Work with modern data architectures, including Data Lakes and Lakehouse environments.
- Process and manage data stored in formats such as Parquet, Avro, Apache Iceberg, and Delta Lake.
- Perform data profiling, exploratory data analysis (EDA), and validation of source and target datasets.
- Identify data quality issues, anomalies, and inconsistencies, and implement corrective measures.
- Validate transformation logic against business requirements.
- Ingest data from relational databases, flat files, REST APIs, and other external sources.
- Ensure data quality, reconciliation, monitoring, and performance optimization.
- Troubleshoot and resolve production data pipeline issues.
- Participate in code reviews and promote data engineering best practices.
- Collaborate with analytics, reporting, and application development teams.
- Support production deployments and ongoing enhancements.
Required Qualifications
Education: Bachelor's degree in Computer Science, Information Technology, or a related field (or equivalent experience).
Experience: 8+ years of experience in Data Engineering.
Technical Skills:- Expertise in SQL, including complex query writing, SPs, Functions, CTEs, query optimization and performance tuning.
- Advanced programming skills in Python and PySpark.
- Hands-on experience with Databricks.
- Experience with Google Cloud Platform (Google Cloud Platform) services, including Cloud Storage, BigQuery, Cloud Composer, Pub/Sub, Dataflow, Dataproc, Eventarc, and AlloyDB.
- Experience implementing GitHub-based CI/CD pipelines.
- Experience with batch and streaming data processing.
- Understanding of Data Lake and Lakehouse architectures.
- Experience working with Parquet, Avro, Apache Iceberg, and Delta Lake.
- Experience performing data profiling, reconciliation, and exploratory data analysis.
- Familiarity with Generative AI development tools such as OpenAI Codex, Cursor, or similar AI-assisted coding tools.
- Knowledge of Terraform, including provisioning and managing cloud infrastructure.
- Knowledge of ETL tools such as Informatica or similar platforms is preferred.
Preferred Qualifications
- Experience with cloud data migration projects.
- Experience with workflow orchestration frameworks such as Apache Airflow or Cloud Composer.
- Familiarity with YAML-based pipeline configuration.
- Experience implementing CI/CD for data engineering solutions on Github.
- Experience with designing, developing, or integrating Generative AI agents and multi-agent systems is preferred.
- Understanding of data governance, security, and data quality frameworks.
- Experience with BI and visualization tools such as Power BI, Tableau, Looker, or similar platforms.
Soft Skills
- Analytical and problem-solving skills.
- Verbal and written communication skills.
- Ability to work independently as well as collaboratively in cross-functional teams.
- A proactive attitude with a willingness to learn, take ownership, and drive initiatives to completion.
- Motivated, with a passion for learning and delivering innovative solutions.
Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth 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 ClearlyRateds Best of Staffing in Talent Satisfaction in the United States and Great Place to Work in the United Kingdom and Mexico.
Everforth Apex uses a virtual recruiter as part of the application process. Click for more details. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Everforth Apex and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not liable for delayed or undelivered messages. You can reply STOP to cancel and HELP for help. You can access our privacy policy at
Everforth Apex Benefits Overview: Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our 'Welcome Packet' as well, which an Everforth Apex team member can provide.
Everforth Apex Systems is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Everforth Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law.
If you require an accommodation under the Americans with Disabilities Act to participate in an interview with a virtual recruiter or to use our website for a search or application, please contact our Benefits Department at or . Please note that this contact information is strictly to be used for medical ADA accommodations and that no other inquiries will be answered.
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