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Automation Risk Analysis

Will “Publishing Systems Analyst” be Automated?

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AI Exposure Risk

58%

“Publishing Systems 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Publishing Systems Analyst” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

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

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Train users to use new or modified equipment.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Coordinate installation of software system.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Determine system performance standards.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

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  • Configuration management software
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  • Hibernate ORM
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  • Management information systems MIS
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  • Google Docs
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  • Apache HTTP Server
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  • Beginner's all-purpose symbolic instruction code BASIC
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  • Cascading style sheets CSS
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  • jQuery
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  • Microsoft Power BI
  • Sun Microsystems Java Persistence API
  • Selenium
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  • Ruby
  • Informatica software
  • SAP Business Intelligence
  • Blackboard software
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  • Adobe After Effects
  • Interface definition language IDL
  • Atlassian Confluence
  • IBM z/OS operating systems
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  • SAP PowerBuilder
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  • Teradata Database
  • Integration testing software
  • Redis
  • Microsoft Visual Basic
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  • Microsoft PowerPoint
  • Version control software
  • Magellan Firmware
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  • E++ pattern language
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  • Deployment software
  • Embarcadero Delphi
  • Simple API for XML SAX
  • Single sign-on SSO
  • Gambit Scheme
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  • SAP Business Objects
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  • Microsoft Visual Basic for Applications VBA
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  • Unified modeling language UML
  • Disk operating system DOS
  • Vue.js
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  • Eclipse IDE
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  • MathWorks Simulink
  • Web server software
  • Adobe Illustrator
  • Microsoft Team Foundation Server
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  • Microsoft Word
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  • System testing software
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  • Ruby on Rails
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  • A programming language APL
  • Oracle Fusion Middleware
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  • Oracle SQL Developer
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  • LogMeIn GoToMeeting
  • Delphi Technology
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  • Storage area network SAN software
  • IBM Cognos Impromptu
  • GraphQL
  • Functional testing software
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  • Oracle PeopleSoft
  • FileMaker Pro
  • Microsoft PowerShell
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  • Microsoft Visio
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  • SmugMug Flickr
  • Open Graphics Library OpenGL
  • React Native
  • MuleSoft software
  • Scala
  • Advanced business application programming ABAP
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  • SAP software
  • Talend Big Data Integration
  • Django
  • Apache Spark
  • J
  • Load testing software
  • Graphical user interface GUI builder software
  • Linux
  • Enterprise resource planning ERP software
  • Apple macOS
  • Zoom
  • Drupal
  • Atlassian Bitbucket
  • Adobe Creative Cloud software
  • Oracle WebLogic Server
  • Web service definition language WDSL
  • Snowflake
  • Programming language one PL/I
  • Spring Framework
  • NetSuite ERP
  • Git
  • Mistral AI (chat/models)
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  • Usability testing software
  • Microservices Architecture
  • JavaScript framework software
  • Voice over internet protocol VoIP system software
  • Border Gateway Protocol BGP
  • Perforce Helix software
  • Xcode
  • Pascal
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  • Common Lisp Object System CLOS
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  • Integrated development environment IDE software
  • IBM Rational ClearCase
  • Enterprise application integration EAI software
  • MongoDB
  • Dynamic modeling software
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  • Scheme
  • Component-based Scalable Logical Architecture CSLA
  • Oracle Primavera Enterprise Project Portfolio Management
  • IBM Rational RequisitePro
  • IBM Power Systems software
  • SAP Crystal Reports
  • Extensible markup language XML
  • JamBoard
  • RESTful API
  • Interstate connection ICON
  • Objective C
  • Canu
  • Minitab
  • DataVision
  • Microsoft Visual Studio
  • Microsoft Project
  • UNIX Shell
  • Oracle JD Edwards EnterpriseOne
  • StataCorp Stata
  • Microsoft Visual C# .NET
  • Hypertext markup language HTML
  • Bootstrap
  • Go
  • Oracle JavaServer Pages JSP
  • Data analysis software
  • Microsoft Azure DevOps Services
  • Event-driven State-machines Programming
  • DeepSeek
  • String oriented symbolic language SNOBOL
  • JavaScript
  • Grok (xAI)
  • Microsoft SQL Server Integration Services SSIS
  • Alteryx software
  • Marketo Marketing Automation
  • Cisco Webex
  • JavaScript Object Notation JSON
  • SAP ERP
  • OpenAI ChatGPT
  • React
  • Kotlin
  • Operating system shells
  • Wireshark
  • Screencastify
  • Apache Solr
  • Stress testing software
  • Social media sites
  • Forth
  • Google Slides
  • Oracle Database
  • Microsoft Exchange
  • Codeium
  • Apache Subversion SVN
  • Quest Erwin Data Modeler
  • Source code editor software
  • GNU Image Manipulation Program GIMP
  • Oracle Business Intelligence Enterprise Edition
  • Google Sheets
  • Mutation testing software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle PeopleSoft Financials
  • IBM Middleware
  • Kimi (Moonshot AI)
  • Adobe InDesign
  • Graphical user interface GUI design software
  • Security testing software
  • Job control language JCL
  • AJAX
  • Backbone.js
  • Adobe Photoshop
  • IBM AIX
  • Google Drive
  • Cisco IOS
  • JFrog Artifactory
  • Backup and archival software
  • Embedded systems development software
  • Adobe Flex
  • Loom
  • Apache Avro
  • Patch management software
  • Enterprise JavaBeans
  • C++
  • Jenkins CI
  • Computer Associates integrated data management system CA-IDMS
  • Veritas NetBackup
  • Test design software
  • Microsoft ASP.NET
  • Formula translation/translator FORTRAN
  • Microsoft Teams
  • Unit testing software
  • Extensible hypertext markup language XHTML
  • Algorithmic language ALGOL
  • IBM Rational PurifyPlus
  • Regression testing software
  • Python
  • Oracle JDBC
  • Microsoft ASP.NET Core MVC
  • Tabnine
  • Ext JS
  • C
  • SAP Adaptive Server Enterprise
  • Structured query language SQL
  • YouTube
  • Adobe Acrobat
  • Adobe ActionScript
  • Microsoft Active Directory
  • Figma
  • Microsoft Internet Information Services (IIS)
  • Amazon CodeWhisperer
  • Red Hat Ansible Engine
  • Software development tools
  • Google Antigravity
  • Component object model COM software
  • Computer servers
  • In circuit emulators ICE
  • Application servers
  • Graphics processing unit GPU
  • Logic analyzers
  • Mainframe computers
  • Flash disks
  • Digital cameras
  • Desktop computers
  • Multi-core central processing unit CPU
  • Notebook computers
  • Directory servers

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