AI Engineer

The Judge Group

The Judge Group

Software Engineering, Data Science

Remote

Posted on Apr 2, 2026

About the Role

We are seeking an experienced AI Engineer (6–9 years) to design, develop, and deploy advanced AI/LLM solutions within enterprise environments. The ideal candidate brings strong hands-on experience with manufacturing systems, OT/IT integration, and AI/ML engineering, with the ability to translate complex model outputs into actionable insights for technical and executive stakeholders.

This is a remote role with 30–40% travel across the United States to support on-site discovery, data integration, and deployment activities.

Key Responsibilities

AI & LLM Engineering

  • Build, fine-tune, and deploy LLM-based solutions using Hugging Face, LangChain, and OpenAI APIs.
  • Architect and implement RAG (Retrieval-Augmented Generation) pipelines for enterprise use cases.
  • Integrate generative AI models into cloud environments and existing enterprise systems.

Manufacturing & OT/IT Integration

  • Work directly with shop floor teams to understand production workflows and data sources.
  • Integrate with manufacturing systems including MES, SCADA, ERP, and industrial protocols such as OPC-UA, MQTT, Modbus.
  • Enable real-time data extraction and harmonization across OT/IT systems.

Operational Excellence & Analytics

  • Apply methodologies such as OEE, Six Sigma, SPC, and Lean to identify and drive improvements in yield, uptime, and operational efficiency.
  • Build predictive and prescriptive analytics models using Python, R, and SQL.

Stakeholder Communication

  • Translate complex AI outputs into clear, actionable recommendations for operations, engineering, and executive leadership.
  • Collaborate cross-functionally with manufacturing, data engineering, and cloud teams.

Required Qualifications

  • 6–9 years of experience as an AI Engineer or similar role.
  • Strong hands-on experience with LLMs, RAG pipelines, Hugging Face, LangChain, and OpenAI APIs.
  • Experience working with MES, SCADA, ERP, and shop floor/production systems.
  • Proficiency in Python, R, SQL.
  • Experience with industrial communication protocols (OPC-UA, MQTT, Modbus).
  • Ability to work in remote environments with 30–40% travel across the U.S.
  • Excellent communication skills with the ability to simplify complex technical concepts.

Preferred (Optional) Qualifications

  • 2–4 years of experience in the manufacturing domain.
  • Experience applying OEE, Six Sigma, SPC, Lean methodologies.
  • Background in production planning or shop floor operations.
  • Experience deploying AI/ML solutions in enterprise cloud environments.
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