AI Application Engineer
Core
Design, develop, and deploy scalable AI/ML solutions to accelerate digital transformation in manufacturing operations, focusing on predictive maintenance, quality inspection, and yield optimization.
Role type
Senior IC AI Application Engineer (Manufacturing/OT)
Builds
Production AI models, data pipelines, and integrated 'Digital Factory' capabilities for manufacturing sites.
Domain
Manufacturing / Industrial Operations / OT (Operational Technology)
Deliverable
production ML models
Required skills
Python, TensorFlow, PyTorch, Scikit-learn, Data engineering, ETL pipelines, Model deployment (APIs, microservices, Docker), Industrial systems knowledge, PLC/SCADA/MES exposure
Preferred skills
Computer vision (OpenCV), Time-series analysis, Edge AI deployment, MES/PLM/ERP integrations
Technologies
TensorFlow, PyTorch, Scikit-learn, Docker, OpenCV
Responsibilities
Design, build, test, and deploy machine learning and AI models; Develop and support AI solutions for shop floor applications; Develop data pipelines and integrate with enterprise systems; Partner with Operations and IT teams to define use cases and translate business problems; Monitor model performance and ensure data/model governance.
Seniority
Mid-to-Senior, hands-on IC
