Artificial Intelligence tester

2 weeks ago

Nashik, India Wipro Full time

Job Title: AI Test Engineer Duration: Fulltime Location: Pune/ Kharadi Job Summary: We are looking for a detail-oriented and analytical AI Tester to ensure the quality and reliability of our AI models and systems. The ideal candidate will have experience in testing AI/ML applications, a strong understanding of machine learning concepts, and expertise in designing test cases for complex AI systems. You will play a critical role in identifying issues, ensuring compliance with ethical AI standards, and improving the overall performance of AI solutions. Key Responsibilities: 1. Test Planning and Strategy: - Develop comprehensive test plans and strategies for AI/ML models and systems. - Define testing methodologies, including functional, performance, and stress testing for AI applications. 2. Test Case Design and Execution: - Design and execute test cases to validate AI models, algorithms, and workflows. - Test AI systems for accuracy, bias, fairness, and robustness. - Simulate real-world scenarios to evaluate the performance of AI models. 3. Defect Identification and Reporting: - Identify, document, and report issues, bugs, and inconsistencies in AI systems. - Work closely with data scientists and engineers to resolve defects and improve model performance. 4. Performance Monitoring: - Monitor the performance of AI models in production environments. - Validate model outputs against expected results and business requirements. 5. Compliance and Ethical Testing: - Ensure AI systems comply with ethical AI principles, data privacy regulations, and organizational standards. - Test for unintended biases and ensure fairness in AI decision-making processes. 6. Automation and Tools: - Develop and maintain automated testing frameworks for AI/ML systems. - Use testing tools and frameworks (e.g., Selenium, PyTest, or custom tools) to streamline testing processes. 7. Collaboration: - Collaborate with data scientists, AI engineers, and product teams to understand requirements and testing needs. - Provide feedback and recommendations to improve AI model quality and reliability. 8. Documentation: - Document test cases, results, and processes for future reference. - Prepare detailed reports on testing outcomes and areas for improvement. Qualifications: Education: - Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, or a related field. - Experience: - 3+ years of experience in software testing, with at least 1-2 years focused on AI/ML systems. - Hands-on experience with testing AI models, algorithms, and workflows. - Familiarity with machine learning concepts, frameworks (e.g., TensorFlow, PyTorch), and data pipelines. - Skills: - Strong understanding of testing methodologies and tools. - Proficiency in programming languages like Python or Java for test automation. - Knowledge of data validation, model evaluation metrics, and performance testing. - Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) is a plus. - Strong analytical and problem-solving skills. - Certifications (Optional): - ISTQB or other software testing certifications. - AI/ML-related certifications are a plus. Key Competencies: - Attention to detail and a commitment to quality. - Strong communication and collaboration skills. - Ability to work in a fast-paced, dynamic environment. - Passion for ensuring the reliability and fairness of AI systems.

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