13 general skills or competencies (Job family competencies) for Statistician I
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 steps on how to run and develop data analytic models.
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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)
Uses data analytics for all reporting to meet user requirements.
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Level 4 Behaviors
(Extensive Experience)
Performs data quality audits to ensure compliance with custom analytic deliverables.
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Level 5 Behaviors
(Mastery)
Keeps up-to-date on emerging technology trends in data analytics to apply in our organization.
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6 soft skills or competencies (core competencies) for Statistician I
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)
Describes various predictive model types, including decision trees, regression, and neural networks.
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Level 2 Behaviors
(Light Experience)
Assists in creating and validating predictive models.
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Level 3 Behaviors
(Moderate Experience)
Demonstrates a proactive mindset in analyzing the probability of historical data for future trends.
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Level 4 Behaviors
(Extensive Experience)
Directs predictive techniques to increase organizational success and decrease operational failures.
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Level 5 Behaviors
(Mastery)
Champions adoption of new predictive analytics tools to optimize key decisions for our business.
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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)
Describes the importance of analytical thinking in the workplace.
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Level 2 Behaviors
(Light Experience)
Applies appropriate methods to organize and disclose meaningful data patterns.
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Level 3 Behaviors
(Moderate Experience)
Creates and interprets causal links among various datasets.
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Level 4 Behaviors
(Extensive Experience)
Coaches others on using logic and reasoning to process and organize information.
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Level 5 Behaviors
(Mastery)
Establishes critical training and initiatives to foster analytical thinking across our business.
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Summary of Statistician I skills and competencies
There are 0 hard skills for Statistician I..
13 general skills for Statistician I, Business Intelligence, Data Analytics, Data Modeling, etc.
6 soft skills for Statistician I, 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 I, he or she needs to be proficient in Predictive Analytics, be proficient in Analytical Thinking, and be proficient in Attention to Detail.