AI Application Engineer
AI summary of the role
Generac seeks an AI Application Engineer to design, develop, and deploy scalable AI/ML solutions for manufacturing operations, building the 'Digital Factory + AI' capability stack.
What you’ll do
- Design, build, test, and deploy machine learning and AI models, including productionizing and maintaining performance.
- Develop AI solutions for shop floor applications: predictive maintenance, quality inspection, yield optimization, throughput improvement.
- Develop data pipelines and integrate with enterprise systems to ensure scalable, reusable AI and data architecture.
- Partner with Operations and IT to define use cases, translate business problems into AI solutions, and drive adoption.
What you’ll bring
- Bachelor's degree in computer science, engineering, data science, or related field.
- 5 years in manufacturing/OT environments with PLC, SCADA, MES exposure.
- 2 years of experience in AI/ML development and deployment.
- Experience building and deploying AI-based vision systems.
Technologies
Python · TensorFlow · PyTorch · Scikit-learn · Docker · OpenCV · PLC · SCADA · MES · SAP · Tulip · Windchill
About Generac
Designs and manufactures generators, storage, controls, and energy-management products for homes, businesses, data centers, telecom, rental, and industrial customers.
Public · 5000+ people
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