Job Description

Job Description:



Responsibilities:

  • Define and execute end-to-end testing and validation frameworks for AI services, encompassing machine learning models, agentic workflows, and automation solutions. Focus on rigorous model and data validation, real-time observability, and the implementation of autonomous test generation.

  • Data Quality Auditing: Validating training and testing datasets for bias, noise, and completeness.

  • Model Performance Testing: Defining and tracking metrics beyond simple such as Precision-Recall curves, F1-score, and Mean Absolute Error (MAE)

  • Adversarial Testing: Intentionally providing ' prompt injections or perturbed images to see if the model breaks or leaks sensitive data

  • Drift Detection: Monitoring production models for concept drift (changes in real-world data patterns) and data drift.

  • Fairness Monitorin...

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