Artificial intelligence tester

3 weeks ago


Pune, India Wipro Full time

Job Title: AI Test EngineerDuration: FulltimeLocation: Pune/ KharadiJob 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, Py Test, 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., Tensor Flow, Py Torch), 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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