AI Quality Assurance Specialist
5 days ago
We are seeking a highly skilled AI Quality Assurance Engineer to join our team at Recro, a leader in travel technology. As an AI Quality Assurance Engineer, you will play a critical role in designing and implementing innovative AI solutions that meet the unique needs of our clients and ensure seamless adoption of our technology.
Responsibilities:- AI System Testing: Develop and execute test plans and cases for AI/ML models, algorithms, and applications. Validate model outputs for accuracy, fairness, and reliability across use cases. Test AI system integration with enterprise platforms and applications.
- Model Validation: Perform regression testing, performance testing, stress testing, and scenario-based validation for models. Ensure models adhere to performance metrics (e.g., precision, recall, F1-score). Monitor and evaluate model drift and retraining requirements post-deployment.
- Automation and Tools: Design and implement automated testing frameworks for AI systems. Leverage testing tools such as PyTest, Selenium, or specialized AI testing platforms.
- Data Quality Assurance: Verify the integrity, accuracy, and consistency of training and testing datasets. Implement data validation frameworks to identify and rectify data quality issues.
- Compliance and Ethics Testing: Audit AI systems for compliance with ethical guidelines and regulatory standards. Ensure adherence to fairness, bias mitigation, and explainability standards.
- Documentation and Reporting: Maintain detailed documentation of test cases, results, and issue resolutions. Report QA metrics, such as defect density, test coverage, system performance, and defect escape rate.
- Experience with QA methodologies and tools such as JUnit, Postman, and PyTest, and proficiency in automation testing and CI/CD pipelines for AI systems.
- Knowledge of performance testing, model evaluation metrics, and experience with AI/ML models, data pipelines, and ML frameworks like TensorFlow, PyTorch, and Scikit-learn.
- Understanding of database technologies, including MongoDB, and big data tools such as Spark and Hadoop, with basic exposure to REST API testing.
- Ability to diagnose and resolve performance issues, with programming skills in Java, JavaScript, or similar languages being beneficial.
- Familiarity with ethical AI practices and regulatory compliance standards like GDPR and CCPA, and experience with cloud platforms such as GCP or AWS is preferred.
The estimated salary for this position is $120,000 - $180,000 per year, based on industry standards and market conditions. If you are eager to contribute to the future of travel technology and thrive in a dynamic environment that values innovation and quality, we invite you to apply for this exciting opportunity.
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