工业 AI 数据科学家_VM
Core
Lead industrial AI solutions for predictive maintenance and enterprise knowledge foundations across four Chinese factories, translating AI technology into scalable manufacturing applications.
Role type
Senior Industrial AI Data Scientist
Builds
Predictive maintenance systems (health monitoring, RUL, root cause analysis) and enterprise knowledge platforms (LLM, RAG, vector databases, knowledge graphs)
Domain
Industrial Manufacturing / AI & Machine Learning
Deliverable
production ML models
Required skills
Machine learning and deep learning, Python, PyTorch/TensorFlow/Scikit-learn, time-series analysis, anomaly detection, predictive modeling, feature engineering, statistical modeling, uncertainty quantification
Preferred skills
Manufacturing or industrial scenario project experience, English fluency
Technologies
LLM, RAG, Vector databases, Knowledge graphs, Sensors, MES, SCADA
Responsibilities
End-to-end deployment of industrial AI solutions from problem definition to production; Develop equipment health monitoring and fault prediction capabilities; Build enterprise-level knowledge capabilities using LLM and RAG; Process and govern multi-source industrial data; Create reusable algorithm components for cross-factory replication; Identify new AI opportunities and convert them into business value