Certified Data Science Practitioner

Median Annual Income

$105,976

Projected Job Growth

+12 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Bachelor's degree

Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules.

Median Annual Income

$85,613

Projected Job Growth

+8 %

Career Cluster(s)

Advanced Manufacturing

Most Common Education Level

Bachelor's degree

Conduct qualitative and quantitative chemical analyses or experiments in laboratories for quality or process control or to develop new products or knowledge.

Median Annual Income

$66,254

Projected Job Growth

+6 %

Career Cluster(s)

Energy & Natural Resources

Most Common Education Level

Associate's degree

Execute or adapt procedures and techniques for calibrating measurement devices, by applying knowledge of measurement science, mathematics, physics, chemistry, and electronics, sometimes under the direction of engineering staff. Determine measurement standard suitability for calibrating measurement devices. May perform preventive maintenance on equipment. May perform corrective actions to address identified calibration problems.

Median Annual Income

$95,832

Projected Job Growth

+12 %

Career Cluster(s)

Advanced Manufacturing

Most Common Education Level

Bachelor's degree

Design or plan protocols for equipment or processes to produce products meeting internal and external purity, safety, and quality requirements.

Median Annual Income

$95,832

Projected Job Growth

+12 %

Career Cluster(s)

Advanced Manufacturing

Most Common Education Level

Bachelor's degree

Design, develop, test, and evaluate integrated systems for managing industrial production processes, including human work factors, quality control, inventory control, logistics and material flow, cost analysis, and production coordination.

Median Annual Income

$63,732

Projected Job Growth

+4 %

Career Cluster(s)

Energy & Natural Resources

Most Common Education Level

Associate's degree

Apply engineering theory and principles to problems of industrial layout or manufacturing production, usually under the direction of engineering staff. May perform time and motion studies on worker operations in a variety of industries for purposes such as establishing standard production rates or improving efficiency.

Median Annual Income

$53,838

Projected Job Growth

+6 %

Career Cluster(s)

Advanced Manufacturing

Most Common Education Level

Associate's degree

Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences.

Median Annual Income

$47,305

Projected Job Growth

-3 %

Career Cluster(s)

Advanced Manufacturing

Most Common Education Level

High school diploma or equivalent

Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Median Annual Income

$46,216

Projected Job Growth

+7 %

Career Cluster(s)

Agriculture

Most Common Education Level

Associate's degree

Work with food scientists or technologists to perform standardized qualitative and quantitative tests to determine physical or chemical properties of food or beverage products. Includes technicians who assist in research and development of production technology, quality control, packaging, processing, and use of foods.

Median Annual Income

$112,589

Projected Job Growth

+3 %

Career Cluster(s)

Supply Chain & Transportation

Most Common Education Level

Bachelor's degree

Plan, direct, or coordinate quality assurance programs. Formulate quality control policies and control quality of laboratory and production efforts.

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.