Job Description:
1. Building industrial AIGC platform, implement generative image, signal, chat robot
2. Machine Learning/Deep Learning/Large-scale AI model building.
3. Explore various types of industrial data, such as processing data, machine status, sensor signals, images and other characteristics of engineering analysis.
4. Implement virtual measurement, abnormality diagnosis, alarm prediction, parameter recommendation and other functions.
Job Requirements:
1. Proficient in ML algorithms (AIGC, stable diffusion, Transformer, CNN, etc.).
2. Experienced in industrial AI modeling for various processing scenarios (CNC, ANO, PVD, laser welding).
3. Skilled in massive data acquisition, with expertise in Hadoop, Spark, TensorFlow, PyTorch, and other ML/DL platforms.
4. Extensive experience in large-scale pre-training R&D, capable of model reproduction based on papers.
5. Expertise in text semantic analysis and generation; preference for high-quality paper.
