Certified Data Science Practitioner

Median Annual Income

$99,410

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

$103,800

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

$145,080

Projected Job Growth

+26 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Master's degree

Conduct research into fundamental computer and information science as theorists, designers, or inventors. Develop solutions to problems in the field of computer hardware and software.

Median Annual Income

$134,700

Projected Job Growth

+11 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Bachelor's degree

Design strategies for enterprise databases, data warehouse systems, and multidimensional networks. Set standards for database operations, programming, query processes, and security. Model, design, and construct large relational databases or data warehouses. Create and optimize data models for warehouse infrastructure and workflow. Integrate new systems with existing warehouse structure and refine system performance and functionality.

Median Annual Income

$132,270

Projected Job Growth

+18 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Bachelor's degree

Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Median Annual Income

$104,920

Projected Job Growth

+11 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Design and develop solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions.

Median Annual Income

$116,440

Projected Job Growth

+4 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Master's degree

Conduct research in fundamental mathematics or in application of mathematical techniques to science, management, and other fields. Solve problems in various fields using mathematical methods.

Median Annual Income

$104,110

Projected Job Growth

+12 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Master's degree

Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.

Median Annual Income

$108,020

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

$108,020

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.