Must-Have Skills
2+ years in applied AIworkflow automationanalyticsor product roles involving LLM-based systems.Hands-on experience designing and iterating prompts for tools such as CopilotChatGPTor equivalent.Experience with RAG pipelinesknowledge retrievalor document ingestion workflows.Ability to work rapidly and iteratively in ambiguousfast-moving environments.Strong communication skills and ability to translate stakeholder needs into prompt/agent behavior.Experience using structured evaluation methods (rubricstest casesmetrics) to assess AI output quality.
Nice-to-Have Skills
Familiarity with Python or low-code scripting for testing or API interactions.Experience with Microsoft Copilot StudioSalesforce GPTor enterprise AI platforms.Experience contributing to operational documentation or change control processes.Experience in higher educationEdTechHR techor service operations.Basic familiarity with higher-ed workflows (student servicesHRacademicsIT support).Understanding of safetycomplianceand risk considerations in regulated environments.
Tools & Platforms
Copilot StudioSalesforce GPTEnterprise AI platformsCopilotChatGPTLLMs
Hard Skills
Prompt Design & OptimizationRAG & Knowledge IntegrationKnowledge Base ManagementRetrieval-Augmented Generation (RAG) pipelinesJSONPythonLow-code scriptingCopilot StudioSalesforce GPTEnterprise AI platformsAgent behavior designPolicy alignmentGovernance & SafetyIncident responseDocumentation
Soft Skills
CuriosityExperimentationCommunicationCross-functional collaborationTranslating stakeholder needs
Keywords for Your Resume
applied ai prompt engineerllmprompt designcopilotchatgptrag pipelinesknowledge retrievaldocument ingestionretrieval-augmented generationjsonpythonlow-codeenterprise ai platformscopilot studiosalesforce gptai operationseducationedtechhr techservice operationshybridremotepolicy complianceApplied AI Prompt EngineerLLMRAGCopilot StudioChatGPTKnowledge retrievalDocument ingestionRetrieval-Augmented Generation (RAG)PythonLow-code
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