13 general skills or competencies (Job family competencies) for Statistician III
Skill definition-Evaluating business data, translating it to actionable insights, and using it to make better-informed decisions.
Level 1 Behaviors
(General Familiarity)
Lists the basic features of general business intelligence systems and database structure.
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Level 2 Behaviors
(Light Experience)
Supports end-users in using business intelligence tools to query databases for outputs and data preparation.
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Level 3 Behaviors
(Moderate Experience)
Utilizes business intelligence platforms to derive insights to present the data to our business.
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Level 4 Behaviors
(Extensive Experience)
Provides technical oversight and design to support the development of business intelligence solutions.
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Level 5 Behaviors
(Mastery)
Leads the development of visual business intelligence models to utilize business intelligence tools.
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Skill definition-Applying techniques and processes in examining and evaluating raw data to derive conclusions to support business decision-making.
Level 1 Behaviors
(General Familiarity)
Lists the tools and techniques in business data analytics.
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Level 2 Behaviors
(Light Experience)
Supports the existing business technology systems to develop a mature data analytics capability.
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Level 3 Behaviors
(Moderate Experience)
Works with data analytics team to ensure data integrity and accuracy on the service.
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Level 4 Behaviors
(Extensive Experience)
Shares to the team the latest technological advances to accelerate data analytics.
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Level 5 Behaviors
(Mastery)
Shares emerging advancements and technologies in data analytics to our organization.
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6 soft skills or competencies (core competencies) for Statistician III
Skill definition-Gathering, analyzing, and predicting patterns and structures of historical data and trends to make strategic decisions for better future outcomes.
Level 1 Behaviors
(General Familiarity)
Lists various kinds of applications that use predictive analytics.
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Level 2 Behaviors
(Light Experience)
Interprets the reasons for statistical errors, misinterpretations, and false positives.
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Level 3 Behaviors
(Moderate Experience)
Works with teams in using different kinds of cross-validation to test results of predictive models.
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Level 4 Behaviors
(Extensive Experience)
Researches and lists the cases that are predicted wrongly and then learns how to improve.
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Level 5 Behaviors
(Mastery)
Stays current with the latest research on predictive analytics.
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Skill definition-Gathering, organizing, and analyzing information to identify the root cause of organizational problems and develop alternative solutions accordingly.
Level 1 Behaviors
(General Familiarity)
Lists skills, traits, and characteristics of analytical thinkers.
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Level 2 Behaviors
(Light Experience)
Makes a list of items without order or set of priorities.
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Level 3 Behaviors
(Moderate Experience)
Summarizes historical experience to find probable causes of the problem.
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Level 4 Behaviors
(Extensive Experience)
Leads brainstorming to encourage teammates to create new perspectives.
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Level 5 Behaviors
(Mastery)
Promotes the adoption of business intelligence analysis technology to drive strategic decisions.
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Summary of Statistician III skills and competencies
There are 0 hard skills for Statistician III.
13 general skills for Statistician III, Business Intelligence, Data Analytics, Data Modeling, etc.
6 soft skills for Statistician III, Predictive Analytics, Analytical Thinking, Attention to Detail, etc.
While the list totals 19 distinct skills, it's important to note that not all are required to be mastered to the same degree. Some skills may only need a basic understanding, whereas others demand a higher level of expertise.
For instance, as a Statistician III, he or she needs to be skilled in Predictive Analytics, be skilled in Analytical Thinking, and be skilled in Attention to Detail.