Application Performance Management (APM) Certified Professional

Median Annual Income

$112,753

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

$112,753

Projected Job Growth

+11 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Maintain and support distributed and decentralized blockchain-based networks or block-chain applications such as cryptocurrency exchange, payment processing, document sharing, and digital voting. Design and deploy secure block-chain design patterns and solutions over geographically distributed networks using advanced technologies. May assist with infrastructure setup and testing for application transparency and security.

Median Annual Income

$112,753

Projected Job Growth

+11 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Develop and oversee the implementation of information security procedures and policies. Build, maintain and upgrade security technology, such as firewalls, for the safe use of computer networks and the transmission and retrieval of information. Design and implement appropriate security controls to identify vulnerabilities and protect digital files and electronic infrastructures. Monitor and respond to computer security breaches, viruses, and intrusions, and perform forensic investigation. May oversee the assessment of information security systems.

Median Annual Income

$112,753

Projected Job Growth

+11 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Bachelor's degree

Evaluate network system security by conducting simulated internal and external cyberattacks using adversary tools and techniques. Attempt to breach and exploit critical systems and gain access to sensitive information to assess system security.

Median Annual Income

$133,872

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

$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

$124,170

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

$103,044

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

$131,202

Projected Job Growth

+7 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Bachelor's degree

Research, design, develop, or test computer or computer-related equipment for commercial, industrial, military, or scientific use. May supervise the manufacturing and installation of computer or computer-related equipment and components.

Median Annual Income

$101,644

Projected Job Growth

-10 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Bachelor's degree

Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information.

Median Annual Income

$

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.