苹果招聘数据挖掘专家职位要求
把职位要求作为自己努力的方向
Responsibilities:
- Conceive and design end to end data mining solutions to support Apple's business units and initiatives.
- Work with business owners to map business requirements into technical solutions.
- Develop and implement data mining solutions to fit business problem, which may include applying algorithms from a standard tool or custom algorithm development.
- Work closely with data warehouse architects and software developers to generate seamless business intelligence solutions for end users.
- Support production data mining solutions.
- Perform ad hoc statistical and data mining analyses.
- Present results of analyses to business units.
- Either: Ph.D. in Data Mining, Machine Learning, Statistics, Operations Research or related field OR M.S. in related field with 5+ years experience applying data mining techniques to real business problems.
- Strong working knowledge of data mining algorithms including decision trees, probability networks, association rules, clustering, regression, and neural networks.
- Familiarity with database modeling and data warehousing principles with a working knowledge of SQL.
- Creativity to go beyond current tools to deliver best solution to the problem
- Strong programming skills in Java, C++, or similar language
- Excellent interpersonal, written, and verbal communication skills
- Ability and comfort working independently and making key decisions on projects
