
Capco - Big Data Tester - Python/PySpark
3 weeks ago
Position : Big Data Tester
Experience : 5-9 Years
Location : Pune, India
Job Summary :
We are seeking an experienced Big Data Tester with 5-9 years of experience in software quality assurance, with a dedicated focus on data. The ideal candidate will have a strong background in Python, PySpark, and SQL, along with a proven track record of implementing best practices for data validation and ETL testing. You will be responsible for ensuring the accuracy, integrity, and reliability of our large-scale data systems. This role is perfect for a detail-oriented professional with a strong technical skillset and a passion for data quality.
Key Responsibilities :
Data Validation and Testing :
- Design, develop, and execute comprehensive test plans and test cases for Big Data applications.
- Perform data validation and integrity checks across various data sources and systems.
- Use Python and PySpark to write scripts and automate testing for ETL processes and data pipelines.
SQL & Data Querying :
- Write and optimize complex SQL queries to validate data transformations and business logic.
- Perform data analysis and use querying skills to identify discrepancies and anomalies.
Troubleshooting and Collaboration :
- Work closely with data engineers and developers to troubleshoot and resolve data quality issues.
- Participate in the entire software development lifecycle, ensuring quality is integrated from the start.
Required Skills & Qualifications
Core Experience : 5-9 years of experience in a testing or quality assurance role.
Mandatory Technical Skills :
- Expertise in Python and PySpark for data processing and automation.
- Extensive hands-on experience with SQL, including writing complex queries.
- Strong knowledge of ETL processes and best practices for data validation.
Professional Attributes :
- A strong, hands-on approach to testing and a meticulous attention to detail.
- Excellent analytical and problem-solving skills.
- Strong communication and collaboration skills to work effectively with cross-functional teams.
Preferred Skills :
- Experience with Unix environments.
- Hands-on experience with Big Data technologies such as Hadoop, Spark, Kafka, and NoSQL databases (MongoDB, Cassandra, Hive, etc.).
- Experience with both traditional and modern Data Warehousing solutions (Oracle, Teradata, SQL Server, Amazon Redshift, Google BigQuery, Snowflake).
- Prior development experience in AWS.
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