Role: Data Miner/Data Scientist
Relationships

Assess Customer Readiness for ImplementationAssess ModelBuild ModelClean DataCollect Initial DataCommunicate ResultsCompile a Glossary of TerminologyCompile the Business BackgroundConduct a Cost Benefit AnalysisConduct an Inventory of ResourcesConduct Close Out Team EventConduct Internal Close Out Team MeetingConsider Risks and ContingenciesConstruct DataCreate Business Understanding ReportCreate Data Preparation ReportCreate Data Understanding ReportCreate Production Data FilesCreate Project PlanCreate QA Data FilesCreate Roll-out PlanCreate Test PlansDefine Business ObjectivesDefine Data Mining GoalsDescribe DataDetermine Business Success CriteriaDetermine Data Mining GoalsDetermine Next StepsDetermine Requirements, Assumptions, and ConstraintsEvaluate ResultsExecute TestsExplore DataFormat DataGather User FeedbackGenerate Test DesignIdentify and Agree Testing PlansIntegrate DataLiaise with Sales and Review Project DetailsMake Prodcution Deployment DecisionOrient and Transfer Knowledge to Client Project Analytical TeamPerform FixesPlan and Execute Immediate Remedial ActionsProduce Final ReportReview LaunchReview ProcessSelect DataSelect Modeling TechniquesVerify Data QualityData_Miner/Data_Scientist
Additionally Performs
Process Usage
Main Description
  • Responsible for understanding business, understanding data, preparing data, building models, and evaluating models
  • Responsible jointly with the Enterprise Architect for testing the solution in non-Analytical environments and deployment of the solution.

Licensed Materials - Property of IBM. (c) Copyright IBM Corp. 2015. IBM,  the IBM logo, and SPSS are trademarks of International Business Machines Corp, registered in many jurisdictions worldwide. Other products and service names may be trademarks of IBM or other companies. You may use the Content 'AS IS" or modify them, however IBM will not be responsible for any deficiencies or errors that result from modifications that you make.