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[上海]通用电气航空数字化部门2018实习生招聘

  1. 发布时间:2018-08-07
  2. 工作地点:上海
  3. 职位类型:兼职实习
  4. 来源:上海交大BBS
[原帖] 发信人: Manus(Manus), ◎ yingjiesheng.com◎Info
标  题: 【实习】通用电气航空数字化部门招聘多名实习生
发信站: 饮水思源 (2018年08月07日10:10:12 星期二)

通用电气航空数字化部门招聘多名实习生

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

=========================================================

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 the
m using the technology chosen 
• Maintain and develop new modules for internal analytics tools. 
 
***** Qualifications/Requirements *****
• University students majored in Computer Science, Statistics, Automatio
n, 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 engin
eering/extraction, model validation, etc.) and classical machine learning theo
ries; 
• Experience in data manipulation, good sense in data quality.
• Experience in design, develop and deploy data-driven descriptive analy
sis and predictive models to solve problems.
• Strong rational ability and communication skills.

=========================================================

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, an
d recommend appropriate statistical analysis
• Work on core data aggregation, validation and algorithms development a
nd implement them using technology chosen

***** Qualifications/Requirements *****
• Solid programming skills in Python or R; 
• Understanding of fundamental data science concepts, e.g. feature selec
tion/extraction, model validation, etc.
• Strong rational ability, communication, inter-personal, and presentati
on skills
• Experience in design, develop and deploy data-driven descriptive analy
sis and predictive models to solve problems
• Experience in data manipulation, good sense in data quality, comfortab
le in dealing with unstructured data 
• Experience in machine learning using classic and deep learning techniq
ues is a plus

=========================================================

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 prod
uct to inspect borescope images of engines. Depending on the qualification, th
e applicant may be involved in some or all the roles listed below:
• Work with software development team to develop the tool for quick engi
ne 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 Mechanic
s/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 selec
tion/extraction
• Experience in data manipulation, good sense in data quality, comfortab
le in dealing with unstructured data
• Be patient and organized to analyze complex data sets
• programming skills in python is a plus.

=========================================================

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 t
o support maintenance records analysis for internal & external customers. Depe
nding on the qualification, the applicant may be involved in some/all of the r
oles listed below:
• Work on algorithm validation and model improvement; data validation, a
ggregation 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 presentati
on skills;
• Solid programming skills in Python;
• Experience in data manipulation; Comfortable in dealing with unstructu
red data; Be patient and organized to analyze complex data sets;
• Understanding of fundamental machine learning concepts, e.g. error ana
lysis, evaluation metrics, etc.
• Demonstrated quick learner and willingness to learn NLP methods and av
iation knowledge;
• Experience in NLP (regular expressions, knowledge graph, language mode
l, etc.) is a plus.

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※ 来源:·饮水思源 bbs.sjtu.edu.cn·[FROM: 116.247.110.58]

※ 修改:·Manus 于 2018年08月07日10:17:23 修改本文·[FROM: 116.247.110.58]

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