上海招聘

Essential Responsibilities
The Data Scientist will be part of a data science or cross-disciplinary team on Aviation industry, typically involving large, complex data sets. You will support the Machine Learning / Deep Learning team to develop and deliver predictive models for internal and external customers.
• Ensure proper definition of data needs, evaluation of data quality, and recommend appropriate statistical analysis
• Work on core data aggregation, validation and algorithms development and implement them using technology chosen
• Optimize current data process flow, create reusable data processing module for frequent usage and process, and improve data process efficiency and stability
• Proactively share information across the team, to the right audience with the appropriate level of detail and timeliness

Role Summary/Purpose

The Data Scientist will work in teams addressing statistical, machine learning and data understanding problems in Aviation industry. In this role, you will contribute to the development and deployment of modern machine learning, operational research, semantic analysis, and statistical methods for finding structure in large data sets.

Qualifications/Requirements

• Master and above degree, majored in Computer Science, Mathematics, Statistics, Data Science, Automation, Computational Engineering, Bioinformatics or other related STEM disciplines
• Understanding of fundamental data science concepts, e.g. feature selection/extraction, model validation, etc.
• Experience in design, develop and deploy data-driven descriptive analysis and predictive models to solve problems
• Experience in data manipulation, good sense in data quality, comfortable in dealing with unstructured data
• Solid programming skills in Python; experience and knowledge in machine learning and deep learning
• Strong rational ability, communication, inter-personal, and presentation skills
• Knowledge to Mechanics/Aviation is a plus
• Experience in any of the following fields is a plus: NLP, Computer Vision, Time-series, reinforcement learning

About Us

GE (NYSE:GE) drives the world forward by tackling its biggest challenges. By combining world-class engineering with software and analytics, GE helps the world work more efficiently, reliably, and safely. GE people are global, diverse and dedicated, operating with the highest integrity and passion to fulfill GE’s mission and deliver for our customers. www.ge.com

GE是世界领先的民用、公务和通用飞机喷气及涡桨发动机、部件和集成系统制造商。在全世界范围内，每2秒钟就有一台由GE飞机发动机提供动力的飞机起飞。在中国，GE致力于与中国航空业携手腾飞。GE公司与法国斯奈克玛（赛峰集团）平股合资的CFM国际公司研发的LEAP-1C发动机，被中国商用飞机有限公司选为中国开发的C919大飞机的动力, GE公司的CF34-10A还是中国ARJ21支线飞机的发动机，GE和中航工业集团成立的合资企业昂际航电被选为C919大飞机项目提供新一代航空电子系统。