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ETL Test Lead - PyTest (4-5 yrs)

4-5 years

ETL Test Lead - PyTest (4-5 yrs)

Impetus Career Consultants

posted 20hr ago

Job Description

Responsibilities :

- Develop comprehensive test plans, test cases, and test scripts based on business requirements and technical specifications.

- Define test data requirements and create test data sets for various scenarios.

- Establish testing methodologies and standards for ETL processes involving Ab Initio and PySpark.

- Collaborate with developers, data engineers, and business analysts to understand requirements and ensure test coverage.

- Execute test cases and scripts for Ab Initio graphs and PySpark jobs.

- Perform data validation, data quality checks, and data integrity testing.

- Identify, document, and track defects using bug tracking tools.

- Analyze test results and provide detailed reports on findings.

- Conduct performance testing and identify performance bottlenecks.

- Perform regression testing, system integration testing, and user acceptance testing.

- Validate Ab Initio graphs, components, and data flows.

- Test Ab Initio parameters, variables, and metadata.

- Verify data transformations and data mappings within Ab Initio.

- Test Ab Initio performance and scalability.

- Validate PySpark data transformations and data processing logic.

- Test PySpark data frames, RDDs, and SQL queries.

- Verify data consistency and accuracy in PySpark jobs.

- Test PySpark performance and resource utilization.

- Automation and Continuous Integration :

- Develop and maintain automated test scripts for ETL processes.

- Integrate testing into the CI/CD pipeline.

- Utilize testing frameworks and tools to enhance test efficiency.

- Automate data quality checks.

- Work closely with development and data engineering teams to resolve defects.

- Communicate test results and findings to stakeholders.

- Participate in code reviews and provide feedback on testability.

- Document test procedures and test results.

Required Skills and Qualifications :

- Bachelor's degree in Computer Science, Information Technology, or a related field.

- Minimum 4 years of experience in ETL testing and data warehousing.

- Strong proficiency in Ab Initio, including graph development and testing.

- Hands-on experience with PySpark for data processing and testing.

- Solid understanding of SQL and database concepts.

- Experience with data quality tools and techniques.

- Familiarity with testing frameworks and automation tools (e.g., JUnit, PyTest).

- Experience with bug tracking tools (e.g., Jira, Azure DevOps).

- Knowledge of data warehousing concepts and data modeling.

- Strong analytical and problem-solving skills.

- Excellent communication and collaboration skills. -

- Experience with cloud platforms like AWS, Azure, or GCP is a plus. -

- Experience with version control systems like Git.

Preferred Qualifications :

- Experience with other big data technologies (e.g., Hadoop, Hive, Kafka).

- Knowledge of data governance and data security principles.

- Certification in Ab Initio or PySpark.

- Experience with data virtualization.


Functional Areas: Software/Testing/Networking

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Impetus Career Consultants Benefits

Work From Home
Free Food
Team Outings
Free Transport
Child care
Gymnasium +6 more
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