Sen. Digital Solution Engineer. Special.
Core
Implement AI algorithms on industrial robots for predictive optimization, fault diagnosis, and process data analysis.
Role type
Senior IC machine-learning engineer (industrial robotics)
Builds
Predictive algorithms for robot status, early warning systems, and service life estimation; AI consultation models for fault diagnosis and process optimization.
Domain
Industrial robotics and smart manufacturing
Deliverable
production ML models
Required skills
Machine learning and deep learning algorithms, pre-training and fine-tuning of large models, time-series data modeling, multi-source industrial data fusion, knowledge base structuring, Retrieval-Augmented Generation (RAG) construction, industrial large model evaluation and deployment, on-site industrial problem-solving
Preferred skills
Experience in industrial robotics or smart manufacturing
Technologies
Large model frameworks, RAG, vectorization tools
Responsibilities
Iterate robot predictive algorithms based on pre-trained large model frameworks; collect and analyze industrial process parameters and equipment fault data; build, debug, and commission AI consultation models; deploy algorithms into industrial robot application scenarios and resolve on-site technical issues.
Seniority
Senior, hands-on IC