Please enable JavaScript.
Coggle requires JavaScript to display documents.
THE JOB TASK ANALYSIS EXPLAINED, Author: Luigi Poderico Join me on…
THE JOB TASK ANALYSIS
EXPLAINED
BUSINESS PROBLEM
(QUESTION) FRAMING
Obtain or Receive Problem Statement and Usability Requirements
Identify Stakeholders
Determine if the Problem is Amenable to an Analytics Solution
Refine the Problem Statement and Delineate Constraints
Define an Initial Set of Business Benefits
Obtain Stakeholder Agreement on the Problem Statement
ANALYTICS PROBLEM
FRAMING
Reformulate the Problem Statement as an Analytics Problem
Develop a Proposed Set of Drivers and Relationships to Outputs
State the Set of Assumptions Related to the Problem
Define Key Metrics of Success
Obtain Stakeholder Agreement
DATA
Acquire Data
Identify and Prioritize Data Needs and Sources
Harmonize, Rescale, Clean, and Share Data
Identify Relationships in the Data
Document and Report Findings
Refine the Business and Analytics Problem Statements
METHODOLOGY (APPROACH)
SELECTION
Test Approaches
Identify Available Problem Solving Approaches
Select Software Tools
Select Approaches
MODEL BUILDING
Calibrate Models and Data
Run and Evaluate the Models
Identify Model Structures
Integrate the Models
Document and Communicate Findings (Assumptions, Limitations, & Constraints)
DEPLOYMENT
Deliver Production Model/System
Create Model, Usability, and System Requirements for Production
Deliver Report with Findings
Perform Business Validation of the Model
Support Deployment
MODEL LIFE CYCLE
MANAGEMENT
Track Model Quality
Document Initial Structure
Recalibrate and Maintain the Model
Support Training Activities
Evaluate the Business Benefit of the Model Over Time
Author: Luigi Poderico
Join me on
twitter
and
linkedin