Contemporary Amperex Technology Co., Ltd
1. Design and implement efficient data mining strategies according to business needs, extract valuable information from massive battery data, and use statistical methods, data mining algorithms and machine learning techniques to dig deep into the potential rules and correlations of battery data;
2. Develop and optimize algorithm models based on machine learning and deep learning according to the characteristics of battery data. At the same time, we should pay attention to the potential of large models in the field of battery data mining, and conduct exploratory research and application.
3. Combined with the knowledge graph in the battery field, combine the mining results with domain knowledge to form a deeper data insight. Using the correlation and reasoning ability of knowledge graphs, the implicit connections between data are discovered, providing strong support for battery design, operation and maintenance optimization, and customer service.
4. Pay attention to the latest developments in the fields of data mining, machine learning, deep learning and knowledge graphs, and continue to introduce new technologies and methods to improve the efficiency and effectiveness of data mining. Work closely with team members such as data scientists, algorithm engineers, and product managers to jointly promote the implementation of battery data mining projects.
1. Ph.D. degree
2. Major in Computer Science, Data Science, Statistics or related;
3.
1) Familiar with at least one programming language such as Python and Java, with good programming habits and code optimization ability;
2) In-depth understanding of machine learning and deep learning principles, practical project experience, familiar with mainstream frameworks such as TensorFlow and PyTorch;
3) In-depth understanding of knowledge graph construction technology, familiar with Neo4j, JanusGraph and other graph databases is preferred;
4) Background knowledge in the battery field or related project experience is preferred;
5) Good data analysis ability, logical thinking ability and problem solving ability;
6) Strong sense of responsibility and team spirit, good communication skills and document writing skills;
5. Good communication skills, strong independent thinking and innovation ability, strong sense of responsibility.
talent.catl.com
Base: Ningde,Fujian Province