AI/ML Test Engineer

6 days ago


Pune, Maharashtra, India UTS Global Full time ₹ 15,00,000 - ₹ 25,00,000 per year

Responsibilities

  • Design and execute test strategies for AI/ML models, ensuring data quality, accuracy, and reproducibility.
  • Validate ML models against defined metrics such as precision, recall, accuracy, and F1 score.
  • Develop automated test scripts and frameworks for model validation and monitoring.
  • Perform functional, performance, and regression testing of AI-driven applications.
  • Verify data pipelines and ensure data integrity from source to model input/output.
  • Conduct bias and fairness testing to ensure ethical AI behavior.
  • Work with data scientists to understand model logic, training datasets, and expected outcomes.
  • Validate model deployment workflows (MLOps) and ensure smooth model versioning and retraining cycles.
  • Integrate test automation into CI/CD pipelines for continuous model validation.
  • Document test scenarios, defect reports, and model validation results.
  • Research and implement new tools for AI model testing, explainability (XAI), and monitoring.

Qualifications

  • Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or related field.
  • 3+ years of experience in software testing or QA, with at least 1+ year focused on AI/ML systems.
  • Strong understanding of machine learning concepts, including supervised/unsupervised learning, NLP, and computer vision.
  • Experience in testing ML pipelines, APIs, and data validation workflows.
  • Proficiency in Python with libraries such as Pandas, NumPy, Scikit-learn, TensorFlow, or PyTorch.
  • Familiarity with MLOps tools like MLflow, Kubeflow, or AWS SageMaker.
  • Knowledge of model interpretability and explainability frameworks (e.g., SHAP, LIME).
  • Experience with automated testing tools and frameworks (e.g., PyTest, Robot Framework).
  • Good understanding of REST APIs, JSON, and data serialization formats.
  • Excellent problem-solving, analytical, and communication skills.

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