Must-Have Skills
8+ years of professional experience in software engineering5+ years designingdeliveringand operating AI/ML systemsDeep experience with Large Language Modelsbuilding and operating agentic systemsAI evaluation methodologystatistical experimentationsystem design judgmentAWS or comparable cloud environments
Nice-to-Have Skills
LangGraphLangSmithvector databasesPineconeLLMprompt engineeringproduction AI infrastructure
Tools & Platforms
LangGraphLangSmithPineconeAWS
Hard Skills
PythonPython (production-grademaintainabletestable systems)LangGraphLangSmithvector databasesPineconeLLMLarge Language ModelsAI systemsAI evaluationML systemspromptingRAG pipelinesvector retrieval systemsAWSAmazon Web ServicesCI/CDmonitoringdeploy
Soft Skills
leadershiptechnical communicationmentorshipcollaborationproblem-solving
Keywords for Your Resume
AI engineerLarge Language ModelsLLMAI evaluationML systemspromptingRAG pipelinesvector retrieval systemsPythonAWSAmazon Web ServicesCI/CDmonitoringdeployLangGraphLangSmithvector databasesPineconesystem designstatistical experimentationAI systemsproduction AIcloud environment
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