24 Aug
|
Qualitest
|
Bengaluru
24 Aug
Qualitest
Bengaluru
Job Summary
We are seeking an AI Test Senior Test Engineer for test planning and end-to-end testing of cloud-based, data-driven AI Ops platform. The role requires robust expertise in testing, automation, AI/ML, data validation, and cloud services (AWS preferred). He/she will play a pivotal role in ensuring data quality, workflow reliability, automation robustness and AI model accuracy, working across engineering, data science and operations teams.
Responsibilities
- Test planning, test case development and test execution covering data ingestion, pipelines, workflows, AI models and cloud deployments.
- Establish testing methodologies for data quality, workflow orchestration, model validation, and system integrations.
- Drive adoption of automation-first testing approaches across CI/CD pipelines.
- Define validation frameworks for structured, semi-structured, and unstructured data.
- Implement checks for data integrity, transformations, schema compliance, lineage, and reconciliation.
- Test workflow orchestration (e.g., Airflow, Step Functions, Lambda, EventBridge).
- Collaborate with data science teams to design model validation tests (accuracy, bias, drift, fairness, performance).
- Automate AI model regression testing and monitoring in production environments.
- Architect test automation frameworks for data and AI pipelines.
- Build synthetic data generation strategies for testing AI/ML use cases.
- Integrate testing into DevOps/MLOps pipelines for continuous quality validation.
- Leverage AWS services (S3, Glue, Athena, Redshift, SageMaker, Step Functions, Lambda, CloudWatch, etc.) in testing frameworks.
- Ensure performance, scalability, security, and compliance testing of cloud-native solutions.
- Design failover, recovery, and resilience tests for critical workflows.
- Define quality KPIs and dashboards for data and AI testing outcomes.
Key Skills Qualifications
- Strong foundation in software testing principles, test architecture, and automation frameworks.
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📌 CoE - AI - AI Sr. Test Engineer (Bengaluru)
🏢 Qualitest
📍 Bengaluru