安利一波Alibaba国内Intern内推 （4月14号简历搜集截至）

故事是这样滴: 国内有一好朋友学姐在杭州Alibaba, 她是算法工程师。Alibaba正在招2018的Intern,所以如果有想实习但又想暑假回国的童鞋们，又或者毕业以后有回国发展打算的，可以让我朋友帮忙内推一下，实习地点在杭州，面试流程应该就是电话或者视频面试。她的工作邮件是：

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(名字就不透露了). 邮件标题请加上 内推+职位+自己名字，并且在邮件中附上自己的简历（如果你还小的话最好称呼一声"学姐"哦，学姐年龄我就不方便暴露啦）。下面是他们的部门介绍和Intern的一些职位：
===部门描述===
阿里巴巴新零售供应链平台事业部数据&决策部门，团队base在杭州、北京，从事预测、
推荐、图像、数值模拟仿真、供应链算法等多个方向，业务涉及天猫各个垂直行业场景。
从直接可以看到的前端流量推荐模块，到后台的供应链物流模拟仿真，从商品选品规划，
到虚拟定价，从前台业务导向，到算法平台建设等，都是我们的涉及领域。目前涉及到的
算法有机器学习、深度学习、增强学习、运筹学等，有充分的业务场景和数据帮助对算法
有热情的同学实验各类算法的实际效果，充分获取成就感。此外，本团队现有国内外各地
高校硕博士高端人才，研究氛围浓厚。我们的具体工作内容如下：
1. 基于阿里体系零售行业的大数据，负责分析和挖掘新零售端到端的供应链运作优化机
会，并研发和构建优化算法提升其运作效率和降低成本。
2. 承担阿里新零售供应链领域的机器学习、深度学习、强化学习或运筹优化等算法的研
发、设计和部署等工作，并搭建面向企业级应用的供应链算法平台。
3. 负责应用机器学习、深度学习、强化学习或运筹优化等人工智能技术解决数据挖掘、
图像识别、自然语言处理、视频挖掘等领域问题，以打造阿里巴巴新零售的智能电商平
台。
4. 承担数据化运营的数据分析和算法设计工作，通过采集业务信息以及应用海量数据，
进行数据化的分析处理，为数据化运营提供决策支持。
5. 负责追踪人工智能方向的前沿算法和技术，并将相关算法应用到阿里新零售供应链业
务场景中，升级供应链智能化水平。



===Machine Learning Intern, New Retail Supply Chain Platform at Alibaba, Hangzhou/Beijing, CN===
Job Description:
We work with some of the largest E-commerce datasets in the world: over 1 billion items, over 400
million users, over 100 million DAU, over thousands of billions of user actions each day. We are
looking for a passionate, talented and creative machine learning/deep learning interns who will be
able to build machine learning models and systems to improve the performance of recommender
system, sale-planning system, demand forecasting, etc.
Responsibilities:
1. Develop machine learning algorithms and models to optimize operations efficiency.
.1point3acres2. Identify and extract useful features from trillions megabytes of data and train machine learning
models to delivery business insights.
3. Undertake the algorithm design, development, deployment for e-commerce recommendation,
supply chain operations and management at Alibaba Group.
4. Perform quantitative, economic, and numerical analysis of the performance of supply chain
systems under uncertainty using analytical tools to find practical solutions for business problems.
5. Partner with internal stakeholders on projects to identify and articulate opportunities to access and
manipulate data, perform analysis, present results and build efficient and scalable analytics solutions.
Desired skills：
1. Thorough knowledge in machine learning including deep learning.
2. Knowledge of Reinforcement learning is a plus.
3. Experience in solving practical problems in industry.
4. Proficient in SQL, MySQL, etc.
5. Proficient in Java, C++, or other object oriented programming language.
. From 1point 3acres bbs6. Experience in performance data query and data manipulation on Hadoop and Spark is preferred.



===Natural language processing interns, New Retail Supply Chain Platform at Alibaba===
Job Description:
We work with some of the largest E-commerce datasets in the world: over 1 billion items, over 400
million users, over 100 million DAU, over thousands of billions of user actions each day. We are
looking for a passionate, talented and creative Natural language processing (NLP) interns is able to
apply statistical learning/machine learning techniques in areas such as language modeling, natural
language understanding and Knowledge Graph, etc. to improve the performance of recommender
system, sale-planning system, demand forecasting, etc.
Responsibilities:
1. To undertake the research on the related techniques and methods on lexical, syntactic,
semantic, discourse and emotion for vertical markets.
2. To undertake the research and development of systems such as machine translation, speech to
text and intelligent agent, etc.
3. To apply comprehensive information from all sources to construct Knowledge Graph for vertical
markets focuses on.
4. To perform thorough public opinion analysis using machine learning, deep learning and
probability models comprehensively based on large scale data collected; to guide operations
people and clients to optimize their operations strategy and category structure in e-commerce.
Desired skills：
1. Solid algorithm skills: familiar with theories on optimization algorithms and machine learning,
solid mathematical background.
2. Deep understanding of related knowledge and skills on natural language processing and varieties
of algorithms.
3. Industry experience in human-machine interaction, intelligent question answering system,
document retrieval, and multi-language processing is preferred.
4. Proficient in SQL, MySQL, etc.
5. Proficient in Java, C++, or other object oriented programming language.
6. Proficient in Shell script language.
7. Experience in performance data query and data manipulation on Hadoop and Spark is preferred.

===Operations Research Interns, New Retail Supply Chain Platform at Alibaba, Hangzhou/Beijing, CN===
Job Description:
The algorithm team in New Retail Supply Chain Platform at Alibaba is looking for a passionate,
talented and creative Operations Research intern who is able to apply his/her expertise in
Optimization (linear programming, integer programing and nonlinear programming), Statistics
and Simulation to improve supply chain efficiency, demand forecasting accuracy and revenue
management.
Responsibilities:
1. Build mathematical programming models to optimize operations efficiency.
2. Apply advanced statistics and data mining techniques to analyze and make insights from big
data such as simulation/experiments data.
3. To undertake the algorithm design, development, deployment and monitoring for supply chain
management at Tmall.com.
4. Perform quantitative, economic, and numerical analysis of the performance of supply chain
systems under uncertainty using statistical and optimization tools to find both exact and heuristic
solutions strategies for business problems.
5. Partner with internal stakeholders on projects to identify and articulate opportunities to
access and manipulate data, perform analysis, present results and build efficient and scalable
analytics solutions.
Desired skills：
1. Thorough knowledge in optimization (linear programming, integer programming and non
linear programming).
2. Deep understanding of advanced statistics and simulations.
3. Experience in solving practical problems in industry.
4. Proficient in CPLEX, Gurobi or COIN-OR
5. Proficient in SQL, MySQL, etc.
6. Proficient in Java, C++, or other object oriented programming language.
7. Proficient in Shell script language.
8. Experience in performance data query and data manipulation on Hadoop and Spark is
preferred.


===Data Scientist, Intern, New Retail Supply Chain Platform at Alibaba, Hangzhou/Beijing, CN===
. From 1point 3acres bbsJob Description:
The Data Science team in New Retail Supply Chain Platform at Alibaba is looking for a passionate,
talented and creative Data Scientist who is able to apply his/her expertise in statistics and machine
learning to improve supply chain operation efficiency, demand forecast accuracy, website traffic
efficiency, category management and revenue management.
Responsibilities:
1. Be responsible for improving the efficiency and reduce the costs of our end-to- end supply chain by
mining the massive datasets in Alibaba’s ecommerce platform.
2. Develop and deploy machine learning algorithms, and help build supply chain algorithm platform
for business.
3. Provide decision support for our data-driven operations by building insightful statistical models,
and efficient and scalable analytics solutions.
4. Keep track of cutting-edge algorithms and technologies, and apply them to upgrade Alibaba’s New
Retail supply chain platform.
Qualifications:
1. PhD/Master degree in statistics, operations research, computer science, applied mathematics, or
other quantitative fields.
2. Deep understanding of advanced statistics, data mining and machine learning techniques.
Knowledge and experience in operations research, deep learning and reinforcement learning is a plus.
3. Proven track record of successfully applying models to solve complex problems. Industry
experience of translating business problems to modeling tasks is a plus.
4. Fluency in one or more general purpose programming languages like Java, C++, Python, etc.
5. Fluency in SQL. Experience with MapReduce, Hadoop, Spark or TensorFlow is a plus.




谢谢。。

已发简历！邮箱是jia****@uci.edu,谢谢希望能得到回复，女朋友在国内，所以真的很希望能得到国内的实习机会，谢谢！

已发，邮箱zhu****@umich.edu，希望能通过实习积累经验

已发简历，邮箱mylian***@gmail.com. 希望能得到内推和实习机会。感谢帮助！

已发，cw**@jhu.edu, 感谢楼主

已发邮件（tl****@jhu.edu）, 谢谢楼主提供的机会！

嗷楼主求问大四毕业准备出国这个暑假的实习可以吗？担心有身份问题啥的 _(:3」∠)_但看到有非常match自己专业的实习

Resurgam0227 发表于 2018-4-7 00:50
嗷楼主求问大四毕业准备出国这个暑假的实习可以吗？担心有身份问题啥的 _(:3」∠)_但看到有非常match自己专 ...

应该是可以的，你可以把简历发给我这个学姐顺便问一下，内推的流程我觉得是一样的。我前天也问她了，基本给她发邮件的她都内推了。