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1. Machine Learning Scientist
Working Location: Beijing, China
Payment: >200k/y
Do you want to join an innovative team who uses machine learning, statistical and optimization techniques to manage Amazon global inventories in order to achieve the best experience for our customers at the lowest price? Are you interested in analyzing terabytes of data to find out the business correlations behind? Do you want to model the E-business customers’ behavior when we make changes to products and prices? Do you feel excited to have the magic power to predict when inventory becomes unhealthy and suggest preventive actions? Do you like to build advanced algorithmic systems that have insight into future business changes and automatically optimize our operational plans?
The Amazon Inventory Planning and Control (IPC) group is looking for a Senior Machine Learning Scientist to help apply cutting edge machine learning techniques to various real world inventory management problems. As a Machine Learning Scientist, you will work with enormous volume of data across multiple platforms, and develop innovative approaches to assist more accurate forecasting and more optimized decision making.
Major Responsibilities
--Use machine learning and analytical techniques to create scalable solutions for real inventory planning problems
--Analyze and extract relevant information from large amounts of Amazon’s historical business data to help automate and optimize key processes
--Design, develop and evaluate highly innovative models for predictive learning
--Work closely with software engineering teams to drive real-time model implementations and new feature creations
--Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation
--Research and implement novel machine learning and statistical approaches
Basic Qualifications
--A Ph.D. or MS in CS machine learning, Statistics, Operational research or in a highly quantitative field
--Hands-on experience in developing and implementing machine learning algorithms and models
--Experience with SQL
--Experience in using R, Weka, SAS, Matlab or any other statistical software
--Communication and data presentation skills
--Problem solving ability
Preferred Qualifications
--A strong track record of innovating in machine learning algorithms and applications
--The ability to implement and deploy large scale machine learning applications and tools
--Strong skills programming in Java/C/C++ and scripting language
--Familiarity with inventory planning concepts - forecasting, planning, optimization, and logistics - gained through work experience or graduate level education
Please send your CV to ls4@amazon.com, named by: Machine Learning Scientist - name
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2. Operations Research Scientist
The WW Inventory Planning and Control (IPC) group is looking for a passionate, talented and inventive Operations Research Scientist who is comfortable communicating to senior leaders.
As a member of the IPC team you will be responsible for coming up with creative strategies to optimize Amazon’s inventory in order to achieve the best experience for our customers at the lowest price. This position will focus on identifying and analyzing opportunities to improve business processes and come up with strategies to automate capacity management. The successful candidate will be a person who enjoys and excels at diving into data to analyze root causes and implement long term solutions – changes in business policy or processes, updates to the models in our systems, creation of effective metrics and functionality. The goal is to improve the Amazon customer experience through improved selection, product availability, and fulfillment reliability while enhancing profitability. This high visibility role requires partnering with WW Retail, Finance and Operations teams to impact our bottom-line.
This includes:
--Owning the strategic planning and project management for IPC’s initiatives
--Providing business analysis using mathematical modeling tools to answer important questions for IPC
--Partnering closely with many groups such as operations, IT, retail, and finance teams to support various business initiatives
--Effectively communicating with senior management as well as with colleagues from computer science, operations research, and business backgrounds.
--Utilizing outstanding problem solving and analytical skills
Basic Qualifications:
--Graduate degree or PHD in operations research, statistics, engineering, mathematics, or computer science and 5 years of related work experience
--Ability to develop system prototypes
--Experience with SQL and Statistical tools
--Experience utilizing problem solving and analytical skills
Preferred Qualifications:
--Technical aptitude and familiarity with the design and use of complex logistics software systems
--Project management experience desired for working on cross-functional projects
--Familiarity with inventory planning concepts - forecasting, planning, optimization, and logistics - gained through work experience or graduate level education
--Excellent written and verbal communication skills
--Proficiency in one or more of programming languages JAVA, C++, C
--Expertise in one or more of the following: optimization, probability theory, queuing theory, game theory, simulation, decision analysis, stochastic models, system dynamics, forecasting and mathematical modeling. A good understanding analysis of algorithms and computational complexity is desirable.
Please send your CV to ls4@amazon.com, named by: Operations Research Scientist - name
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发表于 2013-10-30 14:26
(莫非是月
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