24 Aug
|
NTT DATA Business Solutions
|
Bengaluru
24 Aug
NTT DATA Business Solutions
Bengaluru
Req ID: phone_number
Job Summary
We are currently seeking a Senior QA/QC Data Analyst with AI/ML testing to join our team in Bangalore, Karnataka, India.
Responsibilities
Take responsibility for the project and work independently in a team-oriented workplace.
Evaluate data across various dimensions, including accuracy, completeness, consistency, validity, timeliness, uniqueness, and integrity.
Establish quality criteria for data accuracy, completeness, consistency, validity, and AI model performance.
Test data ingestion, transformation (ETL/ELT), and outputs to ensure source-to-target integrity.
Verify that datasets used for AI/ML are accurate, representative, unbiased, and fit for purpose.
Validate model metrics against defined business and technical thresholds, including accuracy, precision, recall, and stability.
Identify and assess bias, fairness issues, and unintended impacts in data and AI model outcomes.
Implement automated tests for data validation, model regression, and pipeline checks within CI/CD and MLOps workflows.
Log, prioritize,
and track data and AI defects; perform root cause analysis and corrective actions.
Validate adherence to data governance, privacy, security, and AI regulatory requirements.
Track data drift, model drift, anomalies, and performance degradation post-deployment.
Communicate quality status, risks, and recommendations clearly to stakeholders before and after releases.
Design and develop testing plans, test cases, and test scripts to evaluate data quality.
Identify, document, and report defects, inconsistencies, and inaccuracies.
Maintain and update testing documentation and report on test outcomes.
Document key data processes and transformations.
Assist with quality improvement initiatives and recommend improvements to data quality processes and procedures.
Assist developers, business stakeholders, and data governance teams in meeting data quality standards.
Knowledge of the Agile/Waterf
📌 Senior Qa/qc Data Analyst With Ai/ml Testing Bengaluru
🏢 NTT DATA Business Solutions
📍 Bengaluru