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Conversational AI Systems Expert
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We're seeking a seasoned expert to lead the development of next-generation conversational AI systems. You'll work to architect end-to-end pipelines, spanning from prompt design through model orchestration and deployment.
- GenAI & LLM Integration: Design, prototype, and productionize solutions using OpenAI, Anthropic Claude, and open-source large language models.
- Function & Tool Calls: Implement robust function-calling and tool-calling workflows to connect your LLM agents to external APIs, knowledge bases, and microservices.
- Conversation Management: Build and maintain conversation history stores and memory to enable context-aware dialogue.
- Prompt Engineering & Testing: Lead iterative prompt design, building optimized custom prompts for different tasks.
- Agent Orchestration: Evaluate, select, and integrate agent frameworks (e.g., LangChain, LangGraph, SmolAgents) to coordinate multi-step workflows and dynamic tool usage.
- Model Fine-tuning: Fine-tune transformer models for custom tasks, including text classification, information extraction, and named-entity recognition (NER).
- Experience in Machine Learning/AI, focused on large language models and conversational systems.
- Hands-on expertise with OpenAI APIs (ChatGPT, function call) and/or Anthropic Claude; familiarity with open-source LLMs (e.g., Llama, Mistral).
- Demonstrated ability to build custom prompt templates.
- Proficiency with at least one agent orchestration framework (LangChain, LangGraph, SmolAgents).
- Solid understanding of session management, conversation history/data storage, and memory architectures.
- Experience fine-tuning transformer models (Hugging Face Transformers or equivalent) for classification, extraction, and NER tasks.
ADP is a comprehensive global provider of cloud-based human capital management (HCM) solutions. We believe our people make all the difference in cultivating a down-to-earth culture that embraces core values, welcomes ideas, encourages innovation, and values belonging.
ADP is committed to an inclusive, diverse, and equitable workplace, and is further committed to providing equal employment opportunities regardless of any protected characteristic.
