
AI Model Validation Expert
10 hours ago
We are seeking a skilled AI testing specialist with expertise in Generative AI to join our organization.
- Design and execute comprehensive test plans for Generative AI models and applications, ensuring accuracy, coherence, and bias-free results.
- 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 and improve model performance.
- 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.
- 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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