Posted:1 day ago|
Platform:
Work from Office
Full Time
A Machine Learning (ML) Test Engineer focuses on ensuring the quality, reliability, and performance of machine learning models and systems. They design, implement, and execute tests to identify issues and areas for improvement in ML pipelines, from data preparation to model deployment. This involves a blend of software testing principles and knowledge of machine learning concepts.
Key Responsibilities:
Develop and automate test frameworks for ML models, ensuring efficient and repeatable testing processes.
Design test plans, test cases, and test strategies to cover various aspects of ML systems, including functionality, performance, and robustness.
Verify the quality and integrity of training and evaluation data, ensuring it is representative of real-world scenarios.
Measure and analyze the performance of ML models using relevant metrics and benchmarks.
Implement monitoring systems to track model performance in production and identify potential issues.
Work closely with ML engineers, data scientists, and other stakeholders to address issues and improve model quality.
Document test plans, test results, and other relevant information for knowledge sharing and future reference.
Location - Bengaluru,Hyderabad,Chennai,Pune
Mirafra
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