通用电气2019航空数字化部门实习生招聘简章

网申起止时间: 2018年8月7日-8月31日 分享到:

工作地点:上海市浦东新区华佗路1号通用电气中国科技园,公司提供到附近地铁站的班车,食堂供应早中晚餐,免费的健身房提供专业的指导和设备

待遇:200元/天,非上海市高校学生享有1200元/月租房补贴

投递简历时标题请注明 【实习】   job title   期望的起始时间和每周工作天数

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Job title: Data Science Intern

Attendance: minimum three months and 3 days per week

Contact: yue1.wu@ge.com

***** Role & Responsibilities *****

Support the Data Science and Analytics team to develop and deliver predictive models for internal and external customers

Assist development of descriptive/predictive models by working on core data aggregation, validation and algorithms development, and implementing them using the technology chosen 

Maintain and develop new modules for internal analytics tools. 

***** Qualifications/Requirements *****

University students majored in Computer Science, Statistics, Automation, or other related disciplines; knowledge to Mechanics/Aviation is a plus

Solid programming skills in Python and hands-on experience in building moderately complex software applications

Good understanding of fundamental data science concepts (feature engineering/extraction, model validation, etc.) and classical machine learning theories; 

Experience in data manipulation, good sense in data quality.

Experience in design, develop and deploy data-driven descriptive analysis and predictive models to solve problems.

Strong rational ability and communication skills.

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Job title: Data Science Intern

Attendance: minimum three months and 4 days per week

Contact: xiang.gu@ge.com

***** Role & Responsibilities *****

Support the Data Science and Analytics 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

***** Qualifications/Requirements *****

Solid programming skills in Python or R; 

Understanding of fundamental data science concepts, e.g. feature selection/extraction, model validation, etc.

Strong rational ability, communication, inter-personal, and presentation skills

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 

Experience in machine learning using classic and deep learning techniques is a plus

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Job title: Aviation Data Engineering Intern

Attendance: minimum three months and 3 days per week, or equivalent commitment

Contact: wenlin.li@ge.com

***** Role & Responsibilities *****

This intern position would participate in developing the machine-learning product to inspect borescope images of engines. Depending on the qualification, the applicant may be involved in some or all the roles listed below:

Work with software development team to develop the tool for quick engine evaluation

 Perform manual inspection for anomalous engine image

 (optional) use deep learning methods to classify the frame of the bore-scope imaging video.

***** Qualifications/Requirements *****

University students majored in STEM disciplines; knowledge to Mechanics/Aviation is a plus

Demonstrated quick learner and willingness to learn aviation knowledge and use new tools

Understanding of fundamental data science concepts, e.g. feature selection/extraction

Experience in data manipulation, good sense in data quality, comfortable in dealing with unstructured data

Be patient and organized to analyze complex data sets

programming skills in python is a plus.

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Job title: Data Analysis Intern (NLP)

Attendance: minimum three months and 3 days per week

Contact: yahui1.shi@ge.com

***** Role & Responsibilities *****

This intern position would participate in developing the NLP related product to support maintenance records analysis for internal & external customers. Depending on the qualification, the applicant may be involved in some/all of the roles listed below:

Work on algorithm validation and model improvement; data validation, aggregation and preprocessing;

Qualified candidates can also involve the development and implement of NLP functions/modules

***** Qualifications/Requirements *****

University students majored in STEM disciplines; 

Strong rational ability, communication, inter-personal, and presentation skills;

Solid programming skills in Python;

Experience in data manipulation; Comfortable in dealing with unstructured data; Be patient and organized to analyze complex data sets;

Understanding of fundamental machine learning concepts, e.g. error analysis, evaluation metrics, etc.

Demonstrated quick learner and willingness to learn NLP methods and aviation knowledge;

Experience in NLP (regular expressions, knowledge graph, language model, etc.) is a plus.


校招职位
Aviation Data Engineering Intern

工作地点: 上海 | 招聘人数:若干 | 学历要求:本科及以上 | 专业要求: 不限

网申已截止
Data Analysis Intern (NLP)

工作地点: 上海 | 招聘人数:若干 | 学历要求:本科及以上 | 专业要求: 不限

网申已截止
Data Science Intern

工作地点: 上海 | 招聘人数:若干 | 学历要求:本科及以上 | 专业要求: 不限

网申已截止
Data Science Intern

工作地点: 上海 | 招聘人数:若干 | 学历要求:本科及以上 | 专业要求: 不限

网申已截止
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