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)
Compiles a list of the basic processes to navigate business intelligence dashboards and tools.
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Level 2 Behaviors
(Light Experience)
Assists in developing enterprise business intelligence applications to collect large amounts of data.
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Level 3 Behaviors
(Moderate Experience)
Implements complex analysis solutions to support the business intelligence environment.
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Level 4 Behaviors
(Extensive Experience)
Aligns the business capability requirements to the business intelligence and data strategy roadmaps.
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Level 5 Behaviors
(Mastery)
Champions the adoption of advanced business intelligence tools to promote the data dissemination process.
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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)
Discusses best practices and concepts in data analytics.
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Level 2 Behaviors
(Light Experience)
Applies broad knowledge and best practices to provide data analytics services to clients.
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Level 3 Behaviors
(Moderate Experience)
Makes recommendations based on findings from data analytics to report to potential clients.
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Level 4 Behaviors
(Extensive Experience)
Communicates data analytics results to initiate insights to stakeholders and our organization.
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Level 5 Behaviors
(Mastery)
Develops new Data Analytics methodologies and procedures to support business in decision making.
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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 the basics of predictive model techniques.
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Level 2 Behaviors
(Light Experience)
Applies appropriate statistical tools to test and validate all assumptions.
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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)
Develops data analysis strategy and predictive models for various functions or measurements.
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Level 5 Behaviors
(Mastery)
Adopts advanced techniques for evaluating the quality and relevance of data used in predictive models.
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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)
Clarifies the differences between analytical thinking and critical thinking.
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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)
Champions advanced methodologies and approaches, such as design thinking, for creative problem-solving.
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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.