Analytic Modeler（数据挖掘和分析顾问）
Teradata美商天睿
- 公司规模：500-1000人
- 公司性质：外资(欧美)
- 公司行业：计算机服务(系统、数据服务、维修) 互联网/电子商务
职位信息
- 发布日期：2013-07-12
- 工作地点：广州
- 招聘人数：若干
- 学历要求：本科
- 职位类别：数据库工程师/管理员
职位描述
Analytic Modeler（数据挖掘和分析顾问）
The Analytic Modeler is responsible for advanced analytics on data from the data warehouse, usually associated with data mining or statistical analysis. This often involves assembling and preparing the data as well as executing actual analysis. The modeler will have a strong analytic background, typically in mathematics and the application of statistics. The Analytic Modeler will develop both descriptive and predictive analysis using techniques such as linear and logistic regression, decision tress, clustering, and others. These techniques are used to detect patterns in large volumes of data for applications, such as forecasting, response modeling, fraud detection, and segmentation. The analysis are often but not always related to CRM projects. Industry specific methods and solutions are used to solve industry specific tasks. Strong communication skills to convey complex analytical results to business sponsors of programs are a plus. Tools often used include Teradata Warehouse Miner, SAS, SPSS, and KXEN. The Analytic Modeler will have familiarity with one or more of these tools.
Key Areas of Responsibility
· Clarify the business problem for purpose of data analysis.
· Define data mining application requirements.
· Define, build, and verify analytical models.
· Interpret and document the analytical models and results.
· Support clients in scoring analytical models (or score models on behalf of the client).
· Deliver a workshop or a presentation to clients on lessons learned from analysis and model development.
· Train clients in any techniques required for their future use of analytical models.
Skills
· In depth knowledge of statistics and mathematics.
· In depth knowledge of analytical toolsets.
· Knowledge of the Telco or other industry.
The Analytic Modeler is responsible for advanced analytics on data from the data warehouse, usually associated with data mining or statistical analysis. This often involves assembling and preparing the data as well as executing actual analysis. The modeler will have a strong analytic background, typically in mathematics and the application of statistics. The Analytic Modeler will develop both descriptive and predictive analysis using techniques such as linear and logistic regression, decision tress, clustering, and others. These techniques are used to detect patterns in large volumes of data for applications, such as forecasting, response modeling, fraud detection, and segmentation. The analysis are often but not always related to CRM projects. Industry specific methods and solutions are used to solve industry specific tasks. Strong communication skills to convey complex analytical results to business sponsors of programs are a plus. Tools often used include Teradata Warehouse Miner, SAS, SPSS, and KXEN. The Analytic Modeler will have familiarity with one or more of these tools.
Key Areas of Responsibility
· Clarify the business problem for purpose of data analysis.
· Define data mining application requirements.
· Define, build, and verify analytical models.
· Interpret and document the analytical models and results.
· Support clients in scoring analytical models (or score models on behalf of the client).
· Deliver a workshop or a presentation to clients on lessons learned from analysis and model development.
· Train clients in any techniques required for their future use of analytical models.
Skills
· In depth knowledge of statistics and mathematics.
· In depth knowledge of analytical toolsets.
· Knowledge of the Telco or other industry.
公司介绍
Teradata Corporation (NYSE: TDC) is the global leader in data warehousing and analytic technologies that make smart companies smarter. Teradata provides the most knowledgeable and experienced consulting professionals, highest performing technology, industry-leading innovation, and a world-class network of customers and partners to make faster, smarter decisions that give our customers a decided competitive advantage.
Teradata offers a robust and innovative portfolio of horizontal and industry analytical applications such as data warehousing, customer management, finance and performance management, and demand and supply chain. We deliver integrated, enterprise-scale analytical solutions based on the most powerful, scalable and reliable technology platform in the industry. Every day we push analytical intelligence deeper into operational execution, enhancing process efficiency and transforming corporate culture. As a result, one of the world's largest and busiest data management environments are currently running and growing on Teradata.
We currently have over 5,500 associates in over 40 countries and a strong diversified client base of over 850 corporate customers worldwide. Our management team of passionate professionals averages over 20 years of experience. All Teradata associates are masters of solution development-deeply knowledgeable in the industries we serve and relentlessly committed to solving our customers' business and information challenges.
Our customers are the industry powerhouses that are outpacing their competitors. They join with our partners to form a worldwide collaborative network connecting every industry, market and geography with application-specific expertise and proven best practices. Teradata actively seeks partnerships with other leading innovators in software, technology and integration services to provide customers with end-to-end analytic solutions.
Teradata continues to retain Leadership Position in Data Warehouse Server Evaluation Model based on the Gartner Server Evaluation Model (SEM), as published on June 18, 2007.
公司网站： http://www.teradata.com
Teradata offers a robust and innovative portfolio of horizontal and industry analytical applications such as data warehousing, customer management, finance and performance management, and demand and supply chain. We deliver integrated, enterprise-scale analytical solutions based on the most powerful, scalable and reliable technology platform in the industry. Every day we push analytical intelligence deeper into operational execution, enhancing process efficiency and transforming corporate culture. As a result, one of the world's largest and busiest data management environments are currently running and growing on Teradata.
We currently have over 5,500 associates in over 40 countries and a strong diversified client base of over 850 corporate customers worldwide. Our management team of passionate professionals averages over 20 years of experience. All Teradata associates are masters of solution development-deeply knowledgeable in the industries we serve and relentlessly committed to solving our customers' business and information challenges.
Our customers are the industry powerhouses that are outpacing their competitors. They join with our partners to form a worldwide collaborative network connecting every industry, market and geography with application-specific expertise and proven best practices. Teradata actively seeks partnerships with other leading innovators in software, technology and integration services to provide customers with end-to-end analytic solutions.
Teradata continues to retain Leadership Position in Data Warehouse Server Evaluation Model based on the Gartner Server Evaluation Model (SEM), as published on June 18, 2007.
公司网站： http://www.teradata.com