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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.

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

  • Recommend new equipment or software packages.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles