Data Miners-IBM Analytic Answers(职位编号：SWG-0560348)
国际商业机器中国有限公司(IBM)
- 公司行业：计算机软件
职位信息
- 发布日期：2013-03-02
- 工作地点：西安
- 招聘人数：若干
- 学历要求：本科
- 语言要求：英语熟练
- 职位类别：数据库工程师/管理员 软件工程师
职位描述
Job description
IBM Analytic Answers removes barriers to the adoption of analytics and helps minimize time to value by leveraging IBM's deep analytics expertise and leading analytics platform to create a solution tailored to customer's business, using their data. Multiple types of answers address a variety of business objectives across a number of industries, such as insurance renewals, retail purchase analysis and offer targeting, student retention, and prioritized debt collection.
Typical barriers to analytics adoption include the high cost of software licensing and hosting infrastructure, heavy reliance on external experts, and long implementation times. With an Analytic Answers subscription, customers are insulated from these challenges, needing only to upload data to a simple web-based user interface and then download the results or "answers." Customers can get up and running quickly and enjoy fast time to value: no need to be a statistician, learn analytics software, or undergo any disruptive technology infrastructure implementations.
Job Responsibilities
The team will work with WW stakeholders to analyse the business requirements and design, develop components and the solution by leveraging multiple IBM middleware products and/or third parties products, and drive innovation during the full lifecycle of development. Responsible for the design, coding, unit testing, defect fix, etc. Responsible for the support for WW customer cases.
We are looking for data miners who could understand business and technical requirements for product accurately, develop the analytic models as well as software components, conduct testing on it and deliver the offering with assured quality. The candidate should have good business sense, extensive technical skills and strong ownership sense, which may include but not limited with:
- Understand product requirements
Communicate with WW product team to obtain both business and technical insights of product requirements
Provide reasonable advice from customers' perspective to improve or initiate product requirements
- Design and develop components
Co-work with architect/technical lead to design and develop analytic models / software components
- Execution and problem resolution
Take full ownership of developing and testing the components
- Delivery of product and assets
Provide the components as product with high quality
Required Skills
Technical Skills:
1) Major in Data Mining, Machine Learning, Statistics, or related field
2) Strong working knowledge of data mining algorithms including decision trees, probability networks, association rules, clustering, regression, and neural networks,etc.
3) Experience applying data mining techniques to real business problems is a strong plus.
4) Familiarity with database modeling and data warehousing principles with a working knowledge of SQL is a plus.
5) Creativity to go beyond current tools to deliver best solution to the problem.
6) Industry practice experiences in Financial service, Logistics, Energy & Utility,etc;
Non-Technical Qualities:
1) Quick learner.
2) Good team player and willing to take responsibilities.
3) Creative thinking and passion for technologies.
4) Ability and comfort working independently and making key decisions on projects
5) Fluent English speaking, listening and writing.
Required
Bachelor's Degree
English: Fluent
IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
IBM Analytic Answers removes barriers to the adoption of analytics and helps minimize time to value by leveraging IBM's deep analytics expertise and leading analytics platform to create a solution tailored to customer's business, using their data. Multiple types of answers address a variety of business objectives across a number of industries, such as insurance renewals, retail purchase analysis and offer targeting, student retention, and prioritized debt collection.
Typical barriers to analytics adoption include the high cost of software licensing and hosting infrastructure, heavy reliance on external experts, and long implementation times. With an Analytic Answers subscription, customers are insulated from these challenges, needing only to upload data to a simple web-based user interface and then download the results or "answers." Customers can get up and running quickly and enjoy fast time to value: no need to be a statistician, learn analytics software, or undergo any disruptive technology infrastructure implementations.
Job Responsibilities
The team will work with WW stakeholders to analyse the business requirements and design, develop components and the solution by leveraging multiple IBM middleware products and/or third parties products, and drive innovation during the full lifecycle of development. Responsible for the design, coding, unit testing, defect fix, etc. Responsible for the support for WW customer cases.
We are looking for data miners who could understand business and technical requirements for product accurately, develop the analytic models as well as software components, conduct testing on it and deliver the offering with assured quality. The candidate should have good business sense, extensive technical skills and strong ownership sense, which may include but not limited with:
- Understand product requirements
Communicate with WW product team to obtain both business and technical insights of product requirements
Provide reasonable advice from customers' perspective to improve or initiate product requirements
- Design and develop components
Co-work with architect/technical lead to design and develop analytic models / software components
- Execution and problem resolution
Take full ownership of developing and testing the components
- Delivery of product and assets
Provide the components as product with high quality
Required Skills
Technical Skills:
1) Major in Data Mining, Machine Learning, Statistics, or related field
2) Strong working knowledge of data mining algorithms including decision trees, probability networks, association rules, clustering, regression, and neural networks,etc.
3) Experience applying data mining techniques to real business problems is a strong plus.
4) Familiarity with database modeling and data warehousing principles with a working knowledge of SQL is a plus.
5) Creativity to go beyond current tools to deliver best solution to the problem.
6) Industry practice experiences in Financial service, Logistics, Energy & Utility,etc;
Non-Technical Qualities:
1) Quick learner.
2) Good team player and willing to take responsibilities.
3) Creative thinking and passion for technologies.
4) Ability and comfort working independently and making key decisions on projects
5) Fluent English speaking, listening and writing.
Required
Bachelor's Degree
English: Fluent
IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
公司介绍
For nearly 100 years, IBM has created products to handle information. Today, as the world's largest information technology company, it invents, develops and manufactures the most advanced information technologies computer systems, software, storage systems and microelectronics. But that's just for starters. After decades as the undisputed leader in the computer hardware business, IBM has transformed itself into an information technology services business. It is passionately committed to adding value for our clients from helping to keep grocery shelves stocked to simultaneously providing medical imagery to physicians an ocean apart. Its solutions, services and consulting offerings are revolutionizing the way people, organizations and enterprises operate including itself.
在过去的近一百年里，世界经济不断发展，现代科学日新月异，IBM 始终以超前的技术，出色的管理和独树一帜的产品领导着信息产业的发展，保证了世界范围内几乎所有行业用户对信息处理的全方位需求。众所周知，早在1969年，阿波罗宇宙飞船载着三名宇航员，肩负着人类的使命，首次登上了月球；1981年哥伦比亚号航天飞机又成功地飞上了天空。这两次历史性的太空飞行都凝聚着IBM无与伦比的智慧。IBM的事业就象宇宙飞船一样永远向着更高的目标不断奋进，造福人类。
在过去的近一百年里，世界经济不断发展，现代科学日新月异，IBM 始终以超前的技术，出色的管理和独树一帜的产品领导着信息产业的发展，保证了世界范围内几乎所有行业用户对信息处理的全方位需求。众所周知，早在1969年，阿波罗宇宙飞船载着三名宇航员，肩负着人类的使命，首次登上了月球；1981年哥伦比亚号航天飞机又成功地飞上了天空。这两次历史性的太空飞行都凝聚着IBM无与伦比的智慧。IBM的事业就象宇宙飞船一样永远向着更高的目标不断奋进，造福人类。