Please select each tool or skill that you are proficient with from the categories below. Select ALL that apply.
Please select the source for each topic that you have studied below. Include courses taken in traditional formal education as well as bootcamps, certification programs, online and employer-provided training.
Please indicate the approximate number of years of experience you have in each of the functional business areas below. Since any business experience is relevant and valuable, include ALL of the years you worked in these functional areas in your professional career regardless of the job you were doing at the time.
* At least one Data Science Task History field must be populated to submit your candidate profile.
ID business opportunity and establish ROI goal.
Define business process interation strategy and create deployment plan.
Contribute business knowledge to development process.
Conduct risk assessment on solution outcomes and conclusions.
Deployment & training:
Manage deployment and biz process integration.
Metrics & data mining:
Track and report progress against goals and harvest BI.
Scope project and cocndut initial feasibility assessment.
Determine approach and design application.
Select tools/algorithm and develop application.
Analyze effectiveness, accuraccy and bias if applicable.
Release application and determine refresh cycle if applicable.
Mine application for insights and experiment with improvements.
Data platform architecture:
ID data systems and create end state data platform architecture.
Data integration plan:
Define data integration strategy and create execution plan.
Data platform development:
Develop, test and maintain data platform.
Provide data visualizations and reporting.
Set up prodution data flows.
Govern and manage data quality.