What this role does
What LLM Engineers Build
LLM engineers build the application layer for language AI: enterprise chatbots, document processing pipelines, content generation systems, code assistants, and conversational agents that interact with enterprise systems. Using Azure OpenAI, LangChain, LlamaIndex, and custom orchestration frameworks.
Production LLM engineering includes: Conversation management — history, context window optimization, memory strategies. Tool use / function calling — LLMs that take actions (query databases, call APIs, update records). Evaluation — automated quality testing, human feedback loops, accuracy metrics. Integration — LLM outputs connected to Dynamics 365, Salesforce, email, ticketing systems. Connected to our LLM development consulting.
Key Skills
Azure OpenAILangChainLlamaIndexPythonRAG ImplementationFine-TuningPrompt EngineeringGuardrailsAPI DevelopmentStreamingToken OptimizationEvaluation
Seniority: Mid-Senior to Lead (4-12 yrs)
Avg time to profile: 4.3 days
Engagement: 3-18+ months
Request Profiles →