(no subject)
Oct. 12th, 2015 23:51Красиво люди живут =)
Duties and Responsibilities:
- Provide data analysis
- Develop statistical/probabilistic/data mining/machine learning models
- Improve accuracy of existing systems by enriching them with advanced analytical models
- Help managers make decisions based on data
- Provide consulting on data driven approach as a business strategy
Education:
- Master degree in Mathematics, Physics, Computer Science or similar
- In lieu of degree: evidences of having relevant level of theoretical knowledge in statistics/probability, data mining and machine learning
Skills & Abilities:
- Understanding theoretical concepts of statistics/probability, data mining, machine learning
- Understanding how these theoretical concepts could be applied to real world problems
- Ability to understand the nature of the business problem and see the place of analytical models in the solution
- Ability to provide data analysis, understand hidden correlations and patterns
- Ability to develop statistical, data mining and machine learning models
- Ability to create and test models in one or more of the following: Matlab/Octave, R, Python+NumPy/SciPy, Java/Scala
- Ability to communicate in written and oral English
Additional Skills and Abilities:
- Skills in parallel processing (MapReduce, Spark, GraphLab or similar) is a plus
- Skills in functional programming is a plus
- Understanding of economic models is a plus
- Understanding of US business and management sciences (organizational behavior, marketing, product management, business analysis, etc.) is a plus
- Experience with Business Intelligence solutions is a plus
Personal Characteristics:
- Passion towards learning and education
- Team playing
- Business orientation
- Result orientation
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Duties and Responsibilities:
- Provide data analysis
- Develop statistical/probabilistic/data mining/machine learning models
- Improve accuracy of existing systems by enriching them with advanced analytical models
- Help managers make decisions based on data
- Provide consulting on data driven approach as a business strategy
Education:
- Master degree in Mathematics, Physics, Computer Science or similar
- In lieu of degree: evidences of having relevant level of theoretical knowledge in statistics/probability, data mining and machine learning
Skills & Abilities:
- Understanding theoretical concepts of statistics/probability, data mining, machine learning
- Understanding how these theoretical concepts could be applied to real world problems
- Ability to understand the nature of the business problem and see the place of analytical models in the solution
- Ability to provide data analysis, understand hidden correlations and patterns
- Ability to develop statistical, data mining and machine learning models
- Ability to create and test models in one or more of the following: Matlab/Octave, R, Python+NumPy/SciPy, Java/Scala
- Ability to communicate in written and oral English
Additional Skills and Abilities:
- Skills in parallel processing (MapReduce, Spark, GraphLab or similar) is a plus
- Skills in functional programming is a plus
- Understanding of economic models is a plus
- Understanding of US business and management sciences (organizational behavior, marketing, product management, business analysis, etc.) is a plus
- Experience with Business Intelligence solutions is a plus
Personal Characteristics:
- Passion towards learning and education
- Team playing
- Business orientation
- Result orientation
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