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Automation Risk Analysis

Will “Public Key Infrastructure Analyst (PKI Analyst)” be Automated?

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AI Exposure Risk

55%

“Public Key Infrastructure Analyst (PKI Analyst)” 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%

“Public Key Infrastructure Analyst (PKI Analyst)” 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

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

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

  • 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.

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

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

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • Recommend new equipment or software packages.

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

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

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

Technologies & Software

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  • J
  • FileMaker Pro
  • IBM Notes
  • C
  • OpenAI ChatGPT
  • Perplexity AI
  • Qlik Tech QlikView
  • Ansible software
  • AJAX
  • Extensible markup language XML
  • Functional testing software
  • Elasticsearch
  • CrossTec NetOp Remote Control
  • Business intelligence system software
  • Llama (Meta)
  • Oracle JDBC
  • IBM Rational Rose XDE
  • Blink
  • Ruby
  • Apache Tomcat
  • Microsoft Azure software
  • Git
  • Jupyter Notebook
  • Devin (Cognition AI)
  • SpectraQuest
  • Drupal
  • Apache Struts
  • Mistral AI (chat/models)
  • Mistral (Mistral AI)
  • Dynamic analysis software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Slack
  • Amazon CodeWhisperer
  • Node.js
  • Microsoft Word
  • IBM Rational ClearQuest
  • Human resource management software HRMS
  • Microsoft Visual FoxPro
  • Application management software
  • Dynamic hypertext markup language DHTML
  • Microsoft .NET Framework
  • Amazon Web Services AWS CloudFormation
  • Microsoft Dynamics
  • Medical condition coding software
  • Oracle Business Intelligence Enterprise Edition
  • Requirements management software
  • Selenium
  • Microsoft Visio
  • Microsoft PowerShell
  • Ubuntu
  • Virtual private networking VPN software
  • Microsoft Windows
  • Apache Spark
  • Personal computer diagnostic software
  • Wireshark
  • Slido interaction software
  • Cost estimating software
  • MySQL
  • Static analysis software
  • Cisco Systems CiscoWorks
  • Mutation testing software
  • Remote control software
  • Codeium
  • Flow chart software
  • Customer information control system CICS
  • GitHub
  • NortonLifeLock cybersecurity software
  • Adobe Flex
  • Distributed component object model DCOM software
  • Interoperability testing software
  • ChatGPT (OpenAI)
  • Microsoft SQL Server
  • Kimi (Moonshot AI)
  • Smalltalk
  • Medical procedure coding software
  • Ada
  • Apache HTTP Server
  • Red Hat Enterprise Linux
  • Structured query language SQL
  • Marketo Marketing Automation
  • PHP
  • Geographic information system GIS software
  • Compatibility testing software
  • JavaScript
  • Lovable.dev
  • ADP Workforce Now
  • Symantec Visual Cafe
  • VMware
  • Oracle Solaris
  • Healthcare common procedure coding system HCPCS
  • JavaScript Object Notation JSON
  • Spring Framework
  • Django
  • R
  • Google Antigravity
  • Microsoft Visual Basic Scripting Edition VBScript
  • Atlassian Bamboo
  • Epic Systems
  • Adobe ActionScript
  • Apache Ant
  • Citrix cloud computing software
  • Tabnine
  • C#
  • Microsoft Internet Information Services (IIS)
  • Docker
  • Objective C
  • Recovery testing software
  • Scala
  • Shell script
  • Microsoft SQL Server Integration Services SSIS
  • Virus scanning software
  • Microsoft ASP.NET Core MVC
  • Bash
  • Hibernate ORM
  • Software distribution software
  • Microsoft Publisher
  • Hewlett Packard HP-UX
  • SAP Adaptive Server Enterprise
  • SAS
  • Nagios
  • Element management software
  • Usability testing software
  • Enterprise JavaBeans
  • Wise Solutions Wise for Windows Installer
  • Load testing software
  • Veritas NetBackup
  • Apache Maven
  • React
  • Perl
  • Salesforce Visualforce
  • Cursor AI
  • Microsoft Power BI
  • InstallShield
  • Gemini Code Assist
  • LexisNexis
  • Operating system software
  • IBM Power Systems software
  • Apache Groovy
  • Common business oriented language COBOL
  • Microsoft SQL Server Reporting Services SSRS
  • Cisco Webex
  • Fund accounting software
  • Hewlett Packard LoadRunner
  • Apache Solr
  • Minitab
  • Teradata Database
  • Unified modeling language UML
  • Perforce Helix software
  • Oracle Eloqua
  • Microsoft Active Server Pages ASP
  • Oracle Taleo
  • Microsoft Project
  • Apple macOS
  • Ext JS
  • Stress testing software
  • Microsoft Office software
  • Apache Cassandra
  • IBM Rational ClearCase
  • IBM Rational PurifyPlus
  • Microsoft Dynamics GP
  • Oracle Cloud software
  • Microsoft Visual Studio
  • IBM Domino
  • Extensible hypertext markup language XHTML
  • Oracle SQL Developer
  • Microsoft Team Foundation Server
  • Relational database management software
  • Microsoft Exchange
  • Cascading style sheets CSS
  • Microsoft ASP.NET
  • Integration testing software
  • Unit testing software
  • YouTube
  • Oracle Primavera Enterprise Project Portfolio Management
  • Blackbaud The Raiser's Edge
  • Diagramming software
  • Apache Hadoop
  • Atlassian Confluence
  • Tableau
  • LAMP Stack
  • Adobe ColdFusion
  • NetSuite ERP
  • StataCorp Stata
  • Oracle JD Edwards EnterpriseOne
  • ServiceNow
  • SAP NetWeaver
  • Oracle E-Business Suite Financials
  • WebFOCUS
  • Amazon Web Services AWS software
  • Blackboard software
  • Oracle Business Intelligence Suite
  • Systems and application deployment and migration software
  • Component object model COM software
  • Apache Hive
  • IBM WebSphere
  • Claude (Anthropic)
  • Electronic design automation EDA software
  • Database software
  • Microsoft Visual Basic.NET
  • Software asset management SAM software
  • Oracle Hyperion
  • SAP NetWeaver BW
  • MEDITECH software
  • 3M Post-it App
  • Network intrusion prevention systems NIPS
  • UNIX
  • MicroStrategy
  • Backbone.js
  • Verilog
  • Voice over internet protocol VoIP system software
  • Microsoft PowerPoint
  • Test implementation software
  • PostgreSQL
  • Transact-SQL
  • Adobe Photoshop
  • Microsoft Outlook
  • Embarcadero JBuilder
  • Adobe Dreamweaver
  • SAP Master Data Management MDM
  • Version control software
  • Regression testing software
  • Microsoft SharePoint
  • Oracle Fusion Middleware
  • Defect tracking software
  • Adobe Illustrator
  • Adobe Acrobat
  • Microsoft Excel
  • Omni Group OmniGraffle
  • Python
  • UNIX Shell
  • v0 by Vercel
  • Migration testing software
  • Data conversion software
  • System testing software
  • Go
  • Access management software
  • SAP Business Objects
  • Architecture description language ADL
  • Oracle PeopleSoft
  • Hypertext markup language HTML
  • Dassault Systemes CATIA
  • Patch and update management software
  • Nova (Amazon)
  • Test design software
  • Microsoft ActiveX
  • Qwen (Alibaba)
  • Oracle Database
  • Red Hat OpenShift
  • Apache Kafka
  • Swift
  • Atlassian JIRA
  • Amazon Simple Storage Service S3
  • Formula translation/translator FORTRAN
  • Oracle Java
  • SAP ERP
  • The MathWorks MATLAB
  • Oracle PeopleSoft Financials
  • System and data disaster recovery software
  • Oracle JavaServer Pages JSP
  • Bolt.new
  • Gemini (Google)
  • SAP BusinessObjects Desktop Intelligence
  • ESRI ArcGIS software
  • SAP Crystal Reports
  • MongoDB
  • Snort
  • IBM Cognos Impromptu
  • AcmeStudio
  • Salesforce software
  • IBM SPSS Statistics
  • Delphi Technology
  • Quest Erwin Data Modeler
  • Advanced business application programming ABAP
  • Help desk software
  • Amazon Redshift
  • Skype
  • Eiffel
  • Microsoft Visual C# .NET
  • Microsoft Teams
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • Spring Boot
  • Microsoft Access
  • NoSQL
  • McAfee
  • Sun Microsystems Sun ONE
  • HyperSpace
  • Microsoft Visual Basic for Applications VBA
  • Informatica Corporation PowerCenter
  • National Instruments LabVIEW
  • jQuery
  • OrCAD Capture
  • Oracle Fusion Applications
  • Oracle Master Data Management MDM Suite
  • Web server software
  • Grok (xAI)
  • Eclipse IDE
  • Amazon DynamoDB
  • Active directory software
  • Splunk Enterprise
  • Rapide
  • IBM DB2
  • DeepSeek
  • Supervisory control and data acquisition SCADA software
  • Integrated development environment IDE software
  • Apache Subversion SVN
  • KornShell
  • GitHub Copilot
  • Oracle Application Server
  • Chef
  • Apache Pig
  • Automated installation software
  • Tax software
  • JUnit
  • Computer aided design and drafting CADD software
  • Microsoft Visual Basic
  • Microsoft Windows Server
  • Oracle WebLogic Server
  • Puppet
  • C++
  • Security testing software
  • IBM InfoSphere DataStage
  • Symantec pcAnywhere
  • Linux
  • SAP software
  • Google Analytics
  • Google Angular
  • Stac Software ReachOut
  • Job control language JCL
  • Amazon Elastic Compute Cloud EC2
  • Red Hat WildFly
  • Time sharing option TSO software
  • Ruby on Rails
  • Oracle PL/SQL
  • Structure prediction software
  • Notebook computers
  • Desktop computers
  • Mainframe computers
  • Personal digital assistants PDA

Alternative Job Titles