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AI / ML Tester - Manual & Automation Testing

AI / ML Tester - Manual & Automation Testing

SMARTWORK IT SERVICESBangalore
30+ days ago
Job description

Job Title : AI / ML Tester

Location : Bangalore

Experience : 46 Years

Job Type : Full-time

Role Overview :

We are seeking an experienced AI / ML Tester to support our AI and Data Science teams in validating, verifying, and ensuring the quality of AI / ML models, workflows, and data pipelines. This role requires a strong grasp of SDLC / STLC processes, Agile methodologies, and hands-on experience with testing AI / ML-driven solutions. You will collaborate closely with data scientists, developers, and product teams to ensure the delivery of accurate, reliable, and high-performing AI solutions.

Key Responsibilities :

Test Planning & Analysis :

  • Analyze system specifications, user stories, and technical documentation to extract functional and non-functional requirements.
  • Design comprehensive test strategies, test plans, and test cases tailored for AI / ML workflows and data pipelines.

Test Execution & Validation :

  • Execute manual and automated tests for AI / ML models, APIs, and integrated systems.
  • Validate model outputs against business requirements and expected performance metrics.
  • Perform data validation, data integrity checks, and edge-case testing to ensure AI models perform reliably across datasets.
  • Defect Management & Reporting :

  • Identify, document, and track defects with detailed reproduction steps using tools like JIRA.
  • Work closely with development and data science teams to troubleshoot, debug, and resolve issues.
  • Process & Methodology :

  • Apply Agile testing methodologies within sprint cycles, participating in daily stand-ups, sprint planning, reviews, and retrospectives.
  • Ensure testing aligns with best practices in AI / ML model validation, including fairness, bias detection, and explainability considerations.
  • Mandatory Skills & Qualifications :

  • Strong understanding of SDLC and STLC principles.
  • Proven hands-on experience in Agile testing methodologies.
  • Experience testing AI / ML-based applications, workflows, or APIs.
  • Ability to prepare detailed test cases, test scenarios, and test data.
  • Proficiency in defect tracking and reporting using tools like JIRA.
  • Strong analytical, logical reasoning, and problem-solving abilities.
  • Preferred / Good-to-Have Skills :

  • Exposure to ML model validation techniques (accuracy, precision, recall, F1-score, etc.).
  • Familiarity with Python or SQL for data validation and test automation.
  • Understanding of REST APIs and microservices testing.
  • Knowledge of data visualization tools for test reporting.
  • (ref : hirist.tech)

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    Manual Testing • Bangalore

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