AI Manufacturing Engineer: Predictive Analytics & IoT

Itron, Inc.; Raleigh (NC); On-site; USD 110,000 - 160,000; Full time

Benefits offered by this job

401k matching

Employee stock purchase program

Hybrid work schedule

Paid vacation

Job summary

Itron, Inc. is seeking an AI/ML Engineer to develop and deploy machine learning models for manufacturing applications. You will build predictive analytics, anomaly detection, and computer vision solutions while collaborating across Manufacturing, Quality, and Operations to drive yields and process improvements.

The role emphasizes AI governance, scalable data pipelines, and integration with MES/ERP/PLM systems, with a focus on Industry 4.0 initiatives and continuous improvement.

Qualifications

• Bachelor's degree in a related technical field.
• Experience with Python or similar programming languages.
• Experience with MLOps, model deployment, monitoring, and lifecycle management.
• Experience with ML frameworks such as TensorFlow, PyTorch, Scikit-Learn.
• Experience with data analysis, statistics, predictive modeling, and analytics.
• Experience working with SQL databases and large-scale datasets.
• Understanding of manufacturing processes and industrial automation.
• Experience in manufacturing/industrial or related engineering disciplines.
• Experience deploying AI in manufacturing environments.
• Experience developing dashboards and data visualization solutions.
• Strong problem-solving and clear communication.

Responsibilities

• Develop, train, validate, and deploy ML models for manufacturing applications.
• Build predictive analytics solutions to improve quality, throughput, and equipment reliability.
• Design AI-based systems for anomaly detection and predictive maintenance.
• Develop computer vision solutions for automated inspection and process verification.
• Collaborate with cross-functional SMEs to identify AI use cases and prioritize implementations.
• Support Industry 4.0 initiatives with AI-enabled manufacturing solutions.
• Integrate AI apps with MES, ERP, PLM, and other manufacturing systems.
• Create dashboards and monitoring tools that convert data into actionable insights.
• Implement digital twins and process simulations to boost efficiency and decision-making.
• Develop scalable data pipelines from production, quality, and operations data.
• Ensure model accuracy, data integrity, and regulatory compliance.
• Establish AI governance, monitoring, and lifecycle management practices.
• Partner with Manufacturing Engineering to improve yields and OEE.
• Support NPI analytics and process optimization.
• Collaborate with Test Engineering to improve coverage and test efficiency.
• Participate in continuous improvement using AI-driven insights.
• Work cross-functionally to deliver business results and communicate outcomes effectively.

Skills

Python

MLOps

Model deployment

TensorFlow

PyTorch

Scikit-Learn

Data analysis

Predictive modeling

SQL databases

Data visualization

Azure

Education

Bachelor's degree in Computer Science, Electrical Engineering, Industrial Engineering, Data Science, Manufacturing Engineering, or a related technical field

Tools

MES

ERP platforms

PLM systems

Cloud platforms (Azure)

Job description

Itron, Inc. is seeking an AI/ML Engineer to develop and deploy machine learning models for manufacturing applications. You will build predictive analytics, anomaly detection, and computer vision solutions while collaborating across Manufacturing, Quality, and Operations to drive yields and process improvements.

The role emphasizes AI governance, scalable data pipelines, and integration with MES/ERP/PLM systems, with a focus on Industry 4.0 initiatives and continuous improvement.