Senior AI Agent Engineer for Industrial Automation

Oakwell Hampton Group; San Francisco (CA); On-site; USD 160,000 - 260,000; Full time

Job summary

Oakwell Hampton Group is seeking a Senior AI Agent Engineer to architect and scale production-grade agentic systems for industrial data and processes. You will design autonomous agents that can reason over engineering data, call tools, manage project state, and execute multi-step workflows across quoting, procurement, scheduling, and shop-floor execution.

We value hands-on production experience, strong Python, and expertise in agentic design, memory architectures, and knowledge retrieval.

Qualifications

• Hands-on experience shipping modern AI/LLM systems to production.
• Strong Python and production backend skills.
• Expertise in agentic design patterns and constrained generation.

Responsibilities

• Design and deploy production-grade AI agents for industrial workflows.
• Engineer robust tool-calling, routing, planning, memory systems.
• Build extraction and multimodal pipelines for drawings, BOMs, PDFs.
• Implement evaluation, verification, and human-in-the-loop guardrails.
• Collaborate with operations and fabrication teams to fix real-world frictions.

Skills

Python

LLM systems

Agentic design

Memory management

Vector databases

Knowledge retrieval

Production backend

Tools

LangGraph

Job description

Oakwell Hampton Group is seeking a Senior AI Agent Engineer to architect and scale production-grade agentic systems for industrial data and processes. You will design autonomous agents that can reason over engineering data, call tools, manage project state, and execute multi-step workflows across quoting, procurement, scheduling, and shop-floor execution.

We value hands-on production experience, strong Python, and expertise in agentic design, memory architectures, and knowledge retrieval.