
AI Model Tester
1 week ago
Quality Assurance Role Overview
We are seeking a skilled AI Model Tester to join our team. Your primary responsibility will be to validate the accuracy and reliability of our AI models.
Responsibilities- Evaluate AI model outputs against ground-truth data, test cases, and business requirements.
- Analyze the correctness, relevance, fairness, and consistency of model predictions.
- Design test cases to handle exceptions, edge cases, and out-of-distribution data.
- Monitor latency, throughput, and memory usage of AI pipelines.
- Collaborate with engineering teams to optimize performance.
- Conduct stress, load, and scalability testing for deployed AI systems.
- Develop manual and automated test suites for AI workflows, APIs, and endpoints.
- Test system resilience to invalid inputs, adversarial samples, and API failures.
- Ensure fallback mechanisms and graceful error handling are in place.
- Work closely with ML engineers, data scientists, and product managers to refine testing requirements.
- Document test cases, test results, and known limitations of models.
- Report quality metrics and purposes.
- Bachelor's degree in Computer Science, AI, Data Science, or related field.
- Strong proficiency in Python and experience with testing frameworks (PyTest, unit test).
- 6 months to 2 years of experience as an AI QA Engineer, ML/AI Tester.
- Experience with AI frameworks (TensorFlow, PyTorch, Hugging Face, etc.).
- Strong debugging, analytical, and problem-solving skills.
- Solid knowledge of SQL and working experience with relational databases (MySQL, PostgreSQL, etc.).
- Familiar with evaluation matrices for AI modeling techniques.
Our mission is to revolutionize the US restaurant industry by providing a comprehensive and fully integrated solution that empowers restaurant owners to efficiently manage all aspects of their businesses. Our platform combines patented AI technology with unparalleled customer support to help owners increase revenue, reduce costs, and improve their overall profit margins. We believe that restaurants should be able to focus on delivering exceptional dining experiences without the added stress of managing complex and disparate systems.
Seniority level- Entry level
- Full-time
- Engineering and Information Technology
- Technology, Information and Internet
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AIO Platform is looking for a skilled AI Model Tester.
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Keyword: Modeling
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