Machine Learning AQA Engineer

ML QA / AQA
Віддалено
Гаряча вакансія
Опис вакансії Обов'язки Вимоги
Опис вакансії

We invite passionate and talented Machine Learning Engineers who are eager to make a meaningful impact in the retail sector to join our team. If you are excited about working on innovative solutions that enhance customer experience through AI and machine learning, we would love to hear from you!

Обов'язки
• Develop and execute test plans and test cases to validate machine learning models, APIs, and data pipelines.
•Ensure the accuracy, reliability, and performance of ML models in development and production environments.
•Automate testing processes for ML models, including data validation, model validation, and performance benchmarking.
•Perform exploratory and functional testing of ML applications, ensuring expected outputs and model behavior.
•Identify edge cases, biases, and inconsistencies in ML model predictions and training data.
•Collaborate with data scientists, ML engineers, and software developers to ensure quality at all stages of the ML lifecycle.
•Monitor ML models in production, validate retrained models, and track model drift over time.
•Conduct load and stress testing on ML inference pipelines to assess scalability and performance.
•Develop and maintain test automation frameworks for ML applications.
•Stay updated with best practices in ML testing and AI model validation.
Вимоги
• 3+ years of experience in software testing, with a focus on machine learning or data-driven applications.
•Experience in testing ML models, data pipelines, and AI-driven applications.
•Strong understanding of ML concepts, model evaluation metrics, and data validation techniques.
•Hands-on experience with Python testing frameworks such as PyTest or Unittest.
•Experience with automated testing tools for ML models, such as DeepChecks, Great Expectations, or similar.
•Good knowledge of SQL and NoSQL databases for data validation and test case creation.
•English: intermediate or higher (both spoken and written).

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