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Automation Risk Analysis

Will “Vulnerability Assessor” be Automated?

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AI Exposure Risk

55%

“Vulnerability Assessor” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Vulnerability Assessor” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Train staff and users to work with computer systems and programs.

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Expand or modify system to serve new purposes or improve work flow.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

  • Consult with management to ensure agreement on system principles.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Recommend new equipment or software packages.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Determine computer software or hardware needed to set up or alter systems.

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Alternative Job Titles