Competency Details ( Analytics / Decision Sciences )

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Competencies

Jadarat Dictionary

Analytics / Decision Sciences

Efficiency Technical Competency

Develop, select and apply analytical tools, statistical techniques, algorithms and advanced computational methods to analyse, assess and produce business insights and intelligence to address a specific issue or requirement

Jadarat Code: T02

Level 1

Demonstrates basic understanding and knowledge of the organisation's business intelligence and data requirements. Uses the data collection and analytics techniques to initiate the analysis process. Has basic knowledge of the statistical models, algorithms and computational methods.

Level 2

Possesses specialised knowledge of the statistical techniques and mathematical methods, and applies the knowledge of computational techniques and data models to initiate the data analysis process, test the hypotheses and derive inferences, patterns or solutions from the data analysis.

Level 3

Deeply understands the context and all aspects of analytics and intelligence of the organisation's business. Applies expertise in the development and selection of the statistical and mathematical models required for the data analytics. Assists the teams in utilising new algorithms and advanced statistical models, to enable building of business insights and intelligence and drive decision-making.

Level 4

Uses full knowledge to monitor and manage the data collection and analytics process and to provide guidance on designing advanced statistical and computational models. Provides expertise across the departments in the application of algorithms and modelling techniques to new domains and ensure proper reporting for business insight.

Level 5

Applies subject matter expertise to oversee the development and implementation of analytics methodologies and techniques to address business issues. Defines the data science, data modelling and data analytics strategies in alignment with the organisational objectives. Establishes the processes and procedures to develop insights that address issues and requirements of the organization.