Skills & Competencies for Data Scientist III

Data Scientist III job profile

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JOB SUMMARY for Data Scientist III

Collects, analyzes, and interprets large data sets to identify trends, patterns, and provide key business insights.

JOB RESPONSIBILITIES for Data Scientist III

Performs data mining, cleaning, and aggregation processes to prepare data, implement data models, conduct analysis, and develop databases. Develops insights and reports from multiple structured and unstructured data sources using programming, statistical, and analytical techniques and tools. Maintains continuous collaboration with teams to understand the underlying purpose, focus, and objective of each data analysis project to ensure alignment and support. Designs, develops, and implements the most valuable data-driven solutions for the organization.

Data Scientist III SALARY RANGE

BASE 50%
$130,904
TOTAL 50%
$138,819
Job Level
P03
Job Code
IT10000548
Education/Degree
Master's Degree or MBA
Reports To
Manager

Data Scientist III Skills and Competencies List

Proficiency Levels and Behavioural Indicators
Salary.com identifies five increasing levels of proficiency for each skill/competency. Some jobs require only a relatively low level of proficiency in each skill/competency, while other jobs will require a more advanced level of proficiency in the same skill/competency. These levels rate the degree of proficiency (skill level, expertise) we expect the incumbent to perform in the given skill/competency for the given job. Note that we intentionally do not associate timeframes or years of experience in performing the skill/competency because that can be misleading. Proficiency levels identify what the incumbent knows and can do rather than how long they have been doing it. Also, note that the proficiency levels are cumulative, e.g., a level 4 proficiency implies the ability to perform all the behaviors at the lower levels.
Check each Data Scientist III skill and competencie below to view definitions.
JOB FAMILY COMPETENCIES CORE COMPETENCIES
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18 general skills or competencies (Job family competencies) for Data Scientist III

1 Job Family Competencies – Big Data Analytics
Proficiency Level -3
Skill definition-Collecting, analyzing, and interpreting a large amount of data to uncover information to help organizations make informed business decisions.
Level 1 Behaviors
(General Familiarity)
Lists commonly used analytic tools, techniques, and methods.
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Level 2 Behaviors
(Light Experience)
Supports in-memory processing to boost the performance of big data analytic applications.
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Level 3 Behaviors
(Moderate Experience)
Utilizes big data analytics tools for data retrieval, preparation, and modeling.
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Level 4 Behaviors
(Extensive Experience)
Provides expert analysis and recommendations on current and emerging approaches for big data analytics.
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Level 5 Behaviors
(Mastery)
Oversees the big data analytics pipeline development to optimize the entire process.
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2 Job Family Competencies – Business Intelligence
Proficiency Level -3
Skill definition-Evaluating business data, translating it to actionable insights, and using it to make better-informed decisions.
Level 1 Behaviors
(General Familiarity)
Describes the basic terminologies used in business intelligence and business analytics processes.
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Level 2 Behaviors
(Light Experience)
Assists in preparing insights for business performance by using business intelligence tools.
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Level 3 Behaviors
(Moderate Experience)
Implements the integration of proprietary business intelligence applications within the department.
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Level 4 Behaviors
(Extensive Experience)
Directs the development of a business intelligence platform to report end-user data mining.
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Level 5 Behaviors
(Mastery)
Creates business intelligence reviews and strategies to interpret short-term and long-range forecasts.
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3 Data Scientist III - Skill and Competency
Proficiency Level - 3
4 Skill and Competency - Data Scientist III
Proficiency Level - 4
5 Competency for - Data Scientist III
Proficiency Level - 5

7 soft skills or competencies (core competencies) for Data Scientist III

1 Core Competencies – Business Acumen
Proficiency Level -2
Skill definition-Insight into our organization's business, goals, and values. Ability to design and implement initiatives that facilitate successful outcomes.
Level 1 Behaviors
(General Familiarity)
Describes the market conditions that impact the business.
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Level 2 Behaviors
(Light Experience)
Collects and compiles competitor information for competitive analysis.
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Level 3 Behaviors
(Moderate Experience)
Applies technical expertise, business sense, and product knowledge to manage the product lifecycle effectively.
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Level 4 Behaviors
(Extensive Experience)
Coordinates technical and business teams to solve complex and diverse customer problems.
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Level 5 Behaviors
(Mastery)
Builds strong business partnerships internally and externally to drive "win-win" business successes.
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2 Core Competencies – Predictive Analytics
Proficiency Level -3
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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3 Data Scientist III - Skill and Competency
Proficiency Level - 3
4 Skill and Competency - Data Scientist III
Proficiency Level - 4
5 Competency for - Data Scientist III
Proficiency Level - 5

Summary of Data Scientist III skills and competencies

There are 0 hard skills for Data Scientist III..
18 general skills for Data Scientist III, Big Data Analytics, Business Intelligence, Data Analytics, etc.
7 soft skills for Data Scientist III, Business Acumen, Predictive Analytics, Critical Thinking, etc.
While the list totals 25 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 Data Scientist III, he or she needs to be proficient in Business Acumen, be skilled in Predictive Analytics, and be skilled in Critical Thinking.

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