Quick Overview
Seniority
Mid Senior
Work mode
Hybrid
Location
Johns Creek, GA, United States
Posted
Yesterday
Machine LearningNLPLLMPython
Job Description
We are looking for a Senior AI Engineer
We are seeking a hands-on Senior AI Engineer to help design and build advanced AI and agentic applications. This individual will bring strong technical depth in AI/ML, Python, LLMs, and agentic systems and will be responsible for helping shape technical solutions while remaining actively involved in development and implementation.
Responsibilities:
- Design and build AI-powered and agentic applications using Python, LLMs, LangChain, and LangGraph.
- Help define technical solutions and architecture for complex AI and multi-agent workflows.
- Design and implement agent orchestration, including multi-step and multi-turn workflows, tool usage, memory, and interactions between agents and external systems.
- Build and optimize RAG pipelines, including retrieval strategies, embeddings, vector search, and integration with enterprise knowledge sources.
- Contribute to the integration and use of Knowledge Graphs and structured data within AI applications.
- Work with MCP and AI skills/tool integrations to connect AI agents with external applications, APIs, and enterprise systems.
- Apply strong understanding of LLMs and Machine Learning concepts to make informed decisions around model selection, performance, cost, reliability, hallucinations, and guardrails.
- Develop and improve prompt strategies and agent behavior.
- Define and implement approaches for LLM evaluation, AI testing, debugging, and performance optimization.
- Troubleshoot complex AI workflows, including multi-turn conversations, retrieval issues, hallucinations, tool failures, and orchestration challenges.
- Help establish best practices around AI security, data privacy, and responsible AI development.
- Collaborate with engineers and technical teams to translate business problems into scalable AI solutions.
Requirements:
- 10 years of overall experience in Software Engineering, Machine Learning, Data Science, AI Engineering, or a related technical field.
- Strong hands-on programming experience with Python.
- Strong background in Machine Learning, Data Science, or AI/ML concepts.
- Hands-on experience building AI or agentic applications using LLMs.
- Experience with AI agent frameworks such as LangChain and/or LangGraph.
- Experience designing or implementing RAG pipelines.
- Understanding of LLM behavior and limitations, including tokens, context management, hallucinations, guardrails, performance, and cost considerations.
- Experience with prompt engineering and agentic workflows.
- Experience with or strong familiarity with MCP (Model Context Protocol) and AI tool or skills integrations.
- Experience with LLM evaluation, testing, debugging, and optimization.
- Knowledge of NLP concepts and techniques.
- Experience working with APIs and integrating AI applications with external tools and enterprise systems.
- Strong understanding of data privacy and security considerations when developing AI applications.
- Ability to independently analyze technical problems and recommend appropriate AI solutions and designs.
Preferred Skills:
- Experience with multi-agent systems and orchestration.
- Experience with Knowledge Graphs.
- Experience with vector databases, embeddings, and semantic search.
- Experience deploying AI/ML applications in cloud environments.
- Experience building production-grade AI applications in an enterprise environment.
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