AI Test Engineer
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Role details
Tech stack
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Job description
Design, develop, and maintain AI testing and evaluation frameworks for generative AI, predictive AI, LLM, RAG, and AI-enabled developer experience solutions * Create and execute automated test suites to validate AI model behavior, output quality, accuracy, reliability, consistency, and performance * Develop automated evaluation pipelines integrated with CI/CD workflows to support continuous quality validation * Perform functional, regression, integration, performance, scalability, and scenario-based testing of AI-enabled applications and services * Analyze AI-generated outputs, investigate defects, and document testing findings, metrics, and recommendations for stakeholders
Requirements
3+ years of experience in software testing, quality engineering, test automation, AI/ML testing, or a related discipline * Bachelor’s degree in Computer Science, Information Systems, Software Engineering, Data Science, or a related technical field * Strong programming and scripting skills in Python * Experience designing and implementing automated test strategies for complex software applications * Hands-on experience building automated test frameworks and testing pipelines * Experience testing APIs, integrations, microservices, or distributed applications * Experience working with CI/CD environments and modern software delivery practices * Working knowledge of machine learning, generative AI, large language models, or AI-powered applications * Experience with data validation, test-result analysis, defect investigation, and root-cause analysis * Knowledge of modern software testing methodologies, quality engineering practices, and software development lifecycles * Knowledge of statistical analysis and evaluation techniques used to validate system performance * Experience with Git or comparable source control systems and collaborative development practices
Desired Skills: * Experience testing generative AI applications, LLM-based solutions, AI agents, or Retrieval-Augmented Generation systems * Experience with AI evaluation frameworks such as DeepEval, Ragas, LangSmith, or comparable tools * Experience with LLM observability, monitoring, tracing, and evaluation practices * Experience with Azure AI, GitHub Copilot, OpenAI, Hugging Face, LangChain, or comparable AI platforms and frameworks * Familiarity with prompt engineering, benchmark dataset creation, prompt libraries, and AI output validation techniques * Understanding of Responsible AI principles, AI governance, model risk management, and enterprise AI controls * Experience with performance, scalability, reliability, and resilience testing * Experience supporting Developer Experience, developer productivity, software engineering enablement, or internal developer platforms * Experience working within enterprise, financial services, regulated, or highly controlled technology environments * Experience developing quality dashboards, automated reporting, or AI evaluation analytics * Familiarity with model comparison, A/B testing, experimentation, and statistical evaluation methodologies * Strong curiosity about emerging AI technologies and a passion for building scalable quality engineering capabilities
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