Outcomes:
Independently Mine and acquire data from primary and secondary sources and reorganize the data in a format that can be easily read by either a machine or a person; generating insights and helping clients make better decisions.
Develop reports and analysis that effectively communicate trends patterns and predictions using relevant data.
Utilizes historical data sets and planned changes to business models and forecast business trends
Working alongside teams within the business or the management team to establish business needs.
Creates visualizations including dashboards flowcharts and graphs to relay business concepts through visuals to colleagues and other relevant stakeholders.
Set FAST goals
Measures of Outcomes:
Schedule adherence to tasks
Quality – Errors in data interpretation and Modelling
Number of business processes changed due to vital analysis.
Number of insights generated for business decisions
Number of stakeholder appreciations/escalations
Number of customer appreciations
No: of mandatory trainings completed
Outputs Expected:
Data Mining:
Acquiring data from various sources
Reorganizing/Filtering data:
Consider only relevant data from the mined data and convert it into a format which is consistent and analysable.
Analysis:
Use statistical methods to analyse data and generate useful results.
Create Data Models:
Use data to create models that depict trends in the customer base and the consumer population as a whole
Create Reports:
Create reports depicting the trends and behaviours from the analysed data
Document:
Create documentation for own work as well as perform peer review of documentation of others’ work
Manage knowledge:
Consume and contribute to project related documents share point libraries and client universities
Status Reporting:
Report status of tasks assigned
Comply with project related reporting standards and process
Code:
Create efficient and reusable code. Follows coding best practices.
Code Versioning:
Organize and manage the changes and revisions to code. Use a version control tool like git bitbucket etc.
Quality:
Provide quality assurance of imported data working with quality assurance analyst if necessary.
Performance Management:
Set FAST Goals and seek feedback from supervisor
Skill Examples:
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