
AI Testing and Validation Expert
5 hours ago
Job Title: AI Testing Specialist
\Description: We are seeking a skilled and detail-oriented testing specialist with expertise in Generative AI to ensure the accuracy, safety, and performance of AI-driven applications.
The ideal candidate will have experience in designing, developing, and executing comprehensive test plans for Generative AI models and applications.
- Key Responsibilities:\
- Design, develop, and execute comprehensive test plans for Generative AI models and applications.\
- Validate AI-generated outputs for accuracy, coherence, bias, ethical considerations, and alignment with business requirements.\
- Develop and maintain automated testing frameworks for AI-based applications, ensuring scalability and efficiency.\
- Perform adversarial testing, edge case analysis, and security testing to assess AI vulnerabilities.\
- Collaborate with AI/ML engineers, product managers, and developers to refine model performance and mitigate errors.\
- Monitor AI model drift and ensure consistent performance across different inputs and datasets.\
- Conduct performance testing to evaluate response times, scalability, and reliability of AI systems.\
- Document test cases, test results, and defects while ensuring compliance with AI governance and ethical guidelines.\
- Continuously explore new tools and methodologies to improve AI testing processes.
Requirements:
\- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.\
- 3+ years of experience in Quality Assurance, with at least 1-2 years in AI/ML testing or Generative AI applications.\
- Strong understanding of AI/ML concepts, NLP models, LLMs, and deep learning architectures.\
- Experience with AI testing tools such as LangTest, DeepChecks, Trulens, or custom AI evaluation frameworks.\
- Proficiency in test automation using Python, Selenium, PyTest, or similar frameworks.\
- Familiarity with model evaluation metrics such as BLEU, ROUGE, perplexity, and precision-recall for AI-generated content.\
- Knowledge of bias detection, adversarial testing, and ethical AI considerations.\
- Experience working with APIs, cloud platforms (AWS, Azure, GCP), and MLOps practices.\
- Strong analytical and problem-solving skills with attention to detail.\
- Excellent communication and collaboration skills to work in cross-functional teams.
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