





Common QA automation role with broad skill requirements and a known employer increases applicant competition moderately.
Core automation skills transfer across industries, though banking/data-pipeline experience provides advantage in finance roles.
Extensive mandatory automation, cloud, database, and streaming skills drive rigorous technical screening.
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Develop and maintain automated test suites for microservices and ETL-to-UI workflows using Playwright or Selenium with TypeScript/Java and Python.
Perform functional, API, backend, and data pipeline testing across multiple databases (SQL Server, MySQL, MongoDB, Cassandra) and cloud platforms (AWS services like Redshift, RDS).
Manage test automation frameworks, integrate test cases with CI/CD pipelines, and collaborate in Agile Scrum teams using JIRA and Confluence.
Proficient in automation testing tools: Playwright or Selenium, RestAssured, and scripting in Python and Java.
Hands-on experience testing microservices architectures, especially Java Spring Boot services.
Experience with ETL, database testing across SQL Server, MySQL, and NoSQL databases like MongoDB and Cassandra.
Work Experience Required: Not explicitly mentioned in the JD.
Experienced in end-to-end automation of complex data pipelines and microservices within cloud environments (AWS preferred).
Skilled in integrating automation frameworks with CI/CD tools such as Bitbucket, Bamboo, and Git Actions.
Familiarity with containerized test environments using Docker and Kubernetes and knowledge of performance testing tools is an advantage.