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AI Testing with Python Pytest

3 - 7 years

0 Lacs

karnataka

Posted:2 weeks ago| Platform: Shine logo

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Skills Required

data validation version control api testing python programming pytest framework aiml models testing model evaluation metrics ml libraries mlops tools cicd integration agilescrum methodologies cloud platforms

Work Mode

On-site

Job Type

Full Time

Job Description

Role Overview: As an AI Test Engineer at Capgemini, you will be responsible for validating AI/ML models and systems using strong Python programming skills and hands-on experience in Pytest. Your role will involve designing robust test strategies, automating test cases, and ensuring the reliability and accuracy of AI-driven applications. Key Responsibilities: - Utilizing Python programming for test automation - Implementing Pytest framework for unit and functional testing - Testing AI/ML models for accuracy, bias, and performance - Applying data validation and preprocessing techniques - Evaluating model performance using metrics such as precision, recall, and F1-score - Managing version control using Git Qualifications Required: - Experience with ML libraries like scikit-learn, TensorFlow, PyTorch - Familiarity with MLOps tools such as MLflow, DVC - Knowledge of API testing including REST and GraphQL - Proficiency in CI/CD integration tools like Jenkins, GitHub Actions - Understanding of Agile/Scrum methodologies - Basic knowledge of cloud platforms such as AWS, Azure, GCP Additional Company Details: Capgemini is a global business and technology transformation partner, dedicated to helping organizations accelerate their dual transition to a digital and sustainable world. With a diverse team of over 340,000 members in more than 50 countries, Capgemini leverages its 55-year heritage to deliver end-to-end services and solutions in AI, generative AI, cloud, and data. The company is trusted by clients worldwide to address a wide range of business needs and create impactful solutions for enterprises and society. At Capgemini, you will have the opportunity to work on cutting-edge projects in tech and engineering, collaborate with industry leaders, and contribute to solutions that address societal and environmental challenges.,

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Capgemini

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