GenAI Evaluation Engineer
Nithish JayaprakashRemoteMIDPosted 3h ago
AI/ML EvaluationNLPApplied Data ScienceRAGLLMAgent DevelopmentPythonInformation Retrieval MetricsStatistical AnalysisLLM-as-a-JudgeHallucination DetectionCI/CD IntegrationAnnotationEvaluation Dataset DevelopmentAWS
About the Role
We are seeking a GenAI Evaluation Engineer to join our team. This role involves evaluating AI/ML systems, particularly in NLP and applied data science.
Key Responsibilities
• Develop and implement evaluation frameworks for AI/ML systems
• Conduct hands-on RAG, LLM, and agent development
• Apply statistical analysis techniques for evaluation
• Perform LLM-as-a-judge evaluations and calibration
• Implement hallucination detection and evidence traceability
• Integrate CI/CD for regression monitoring
• Develop expert annotation and evaluation datasets
Requirements
• Expertise in AI/ML evaluation, NLP, and applied data science
• Experience with Python evaluation frameworks and test harnesses
• Knowledge of information retrieval metrics: Recall@K, MRR, nDCG
• Understanding of precision, recall, and completeness benchmarking
• Familiarity with statistical analysis: confidence intervals, Cohen’s Kappa, Krippendorff’s Alpha
• Experience with FDA/EMA Guidance, CTD Dossiers, Clinical Study Reports (CSRs), and GxP environments preferred