Certified Data Science Practitioner

Median Annual Income

$105,473

Projected Job Growth

+36 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.

Median Annual Income

$105,473

Projected Job Growth

+36 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

Median Annual Income

$131,441

Projected Job Growth

+7 %

Career Cluster(s)

Management & Entrepreneurship

Most Common Education Level

Bachelor's degree

Plan, direct, or coordinate activities designed to create or maintain a favorable public image or raise issue awareness for their organization or client.

Median Annual Income

$132,604

Projected Job Growth

-3 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Plan, direct, or coordinate advertising policies and programs or produce collateral materials, such as posters, contests, coupons, or giveaways, to create extra interest in the purchase of a product or service for a department, an entire organization, or on an account basis.

Median Annual Income

$73,259

Projected Job Growth

+8 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Employ search marketing tactics to increase visibility and engagement with content, products, or services in Internet-enabled devices or interfaces. Examine search query behaviors on general or specialty search engines or other Internet-based content. Analyze research, data, or technology to understand user intent and measure outcomes for ongoing optimization.

Median Annual Income

$62,833

Projected Job Growth

-7 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

High school diploma or equivalent

Sell or solicit advertising space, time, or media in publications, signage, TV, radio, or Internet establishments or public spaces.

Median Annual Income

$97,047

Projected Job Growth

+10 %

Career Cluster(s)

Financial Services

Most Common Education Level

Bachelor's degree

Conduct quantitative analyses of information involving investment programs or financial data of public or private institutions, including valuation of businesses.

Median Annual Income

$155,087

Projected Job Growth

+8 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Plan, direct, or coordinate marketing policies and programs, such as determining the demand for products and services offered by a firm and its competitors, and identify potential customers. Develop pricing strategies with the goal of maximizing the firm's profits or share of the market while ensuring the firm's customers are satisfied. Oversee product development or monitor trends that indicate the need for new products and services.

Median Annual Income

$102,192

Projected Job Growth

+11 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.

Median Annual Income

$131,179

Projected Job Growth

+6 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Plan, direct, or coordinate the actual distribution or movement of a product or service to the customer. Coordinate sales distribution by establishing sales territories, quotas, and goals and establish training programs for sales representatives. Analyze sales statistics gathered by staff to determine sales potential and inventory requirements and monitor the preferences of customers.

Median Annual Income

$

Projected Job Growth

+19 %

Career Cluster(s)

Supply Chain & Transportation

Most Common Education Level

Bachelor's degree

Analyze product delivery or supply chain processes to identify or recommend changes. May manage route activity including invoicing, electronic bills, and shipment tracing.

Median Annual Income

$

Projected Job Growth

+11 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.

Median Annual Income

$

Projected Job Growth

+8 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets.

Median Annual Income

$

Projected Job Growth

+4 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations. Analyze budgeting and accounting reports.

Median Annual Income

$

Projected Job Growth

-4 %

Career Cluster(s)

Financial Services

Most Common Education Level

Bachelor's degree

Analyze credit data and financial statements of individuals or firms to determine the degree of risk involved in extending credit or lending money. Prepare reports with credit information for use in decisionmaking.

Median Annual Income

$

Projected Job Growth

+10 %

Career Cluster(s)

Financial Services

Most Common Education Level

Bachelor's degree

Conduct quantitative analyses of information involving investment programs or financial data of public or private institutions, including valuation of businesses.

Median Annual Income

$

Projected Job Growth

+6 %

Career Cluster(s)

Financial Services

Most Common Education Level

Bachelor's degree

Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.

Median Annual Income

$

Projected Job Growth

+6 %

Career Cluster(s)

Financial Services

Most Common Education Level

Bachelor's degree

Obtain evidence, take statements, produce reports, and testify to findings regarding resolution of fraud allegations. May coordinate fraud detection and prevention activities.

Median Annual Income

$

Projected Job Growth

+11 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Bachelor's degree

Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Median Annual Income

$

Projected Job Growth

+11 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Conduct investigations on computer-based crimes establishing documentary or physical evidence, such as digital media and logs associated with cyber intrusion incidents. Analyze digital evidence and investigate computer security incidents to derive information in support of system and network vulnerability mitigation. Preserve and present computer-related evidence in support of criminal, fraud, counterintelligence, or law enforcement investigations.

Median Annual Income

$

Projected Job Growth

+23 %

Career Cluster(s)

Management & Entrepreneurship

Most Common Education Level

Bachelor's degree

Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.

Median Annual Income

$

Projected Job Growth

+36 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.

Median Annual Income

$

Projected Job Growth

+7 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Research and analyze policy developments related to climate change. Make climate-related recommendations for actions such as legislation, awareness campaigns, or fundraising approaches.

Median Annual Income

$

Projected Job Growth

+6 %

Career Cluster(s)

Advanced Manufacturing

Most Common Education Level

Associate's degree

Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests.

Median Annual Income

$

Projected Job Growth

+2 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

High school diploma or equivalent

Gather, analyze, or evaluate information from a variety of sources, such as law enforcement databases, surveillance, intelligence networks or geographic information systems. Use intelligence data to anticipate and prevent organized crime activities, such as terrorism.