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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

  • Determine system performance standards.

  • Coordinate installation of software system.

Technologies & Software

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  • Apache Pig
  • JFrog Artifactory
  • IBM Power Systems software
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  • Document Object Model DOM Scripting
  • Customer information control system CICS
  • J
  • Grok (xAI)
  • Microsoft Publisher
  • Puppet
  • Drupal
  • Microsoft transact-structural query language T-SQL
  • Atlassian JIRA
  • Blink
  • Adobe Flex
  • Microsoft SQL Server Integration Services SSIS
  • Unit testing software
  • Adobe Acrobat
  • Mistral AI (chat/models)
  • Microsoft ESP SDK
  • Apache Kafka
  • Atlassian Bamboo
  • Oracle Business Intelligence Enterprise Edition
  • Integrated development environment IDE software
  • Red Hat Ansible Engine
  • ESRI ArcGIS software
  • Microsoft Outlook
  • React
  • Microsoft ActiveX
  • LogMeIn GoToMeeting
  • Talend Big Data Integration
  • Oracle SQL Developer
  • A programming language APL
  • Microsoft Power Automate
  • Docker
  • VMware
  • SAP NetWeaver
  • Gemini (Google)
  • Functional testing software
  • Microsoft Active Server Pages ASP
  • Splunk Enterprise
  • Lovable.dev
  • Jupyter Notebook
  • SAP software
  • Microsoft Team Foundation Server
  • Software development tools
  • Perforce Helix software
  • Flipgrid
  • Oracle Business Intelligence Suite
  • Open Graphics Library OpenGL
  • E++ pattern language
  • Blackboard software
  • Component-based Scalable Logical Architecture CSLA
  • Wind River VxWorks
  • Microsoft Exchange
  • LinkedIn
  • Amazon Web Services AWS CloudFormation
  • Configuration management software
  • R
  • Gambit Scheme
  • Virtual private networking VPN software
  • UNIX Shell
  • Claude (Anthropic)
  • IBM WebSphere
  • McAfee
  • Apache Spark
  • Microsoft Visual Studio
  • Emerald Software Group Emerald Green Office
  • Apache Airflow
  • Sun Microsystems Java Persistence API
  • Computer Associates integrated data management system CA-IDMS
  • Google Gmail
  • Software libraries
  • Data definition language DDL
  • Modula
  • Delphi Technology
  • MUMPS M
  • Firewall software
  • Microsoft Visual C# .NET
  • 3M Post-it App
  • SAP PowerBuilder
  • Smalltalk
  • GraphQL
  • Dynamic hypertext markup language DHTML
  • MySQL
  • Oracle JD Edwards EnterpriseOne
  • Oracle Fusion Middleware
  • AWK
  • Linux
  • IBM AIX
  • Apache Struts
  • Requirements management software
  • IBM Rational ClearQuest
  • IBM Rational Rose XDE
  • Microsoft PowerPoint
  • Kimi (Moonshot AI)
  • Eclipse Jersey
  • C++
  • Web server software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Oracle Hyperion
  • Oracle Application Server
  • Node.js
  • Document management system software
  • Amazon Elastic Compute Cloud EC2
  • Verilog
  • Extensible markup language XML
  • Google Antigravity
  • Event-driven State-machines Programming
  • SAS
  • Microsoft Teams
  • Hewlett Packard LoadRunner
  • Oracle Solaris
  • YouTube
  • Microsoft Azure DevOps Services
  • Oracle Java
  • Eiffel
  • TypeScript
  • Spring Framework
  • Cisco Webex
  • Interoperability testing software
  • Storage area network SAN software
  • Microsoft Access
  • Red Hat Enterprise Linux
  • OpenAI ChatGPT
  • QNX
  • JavaScript
  • ICON programming language
  • Microsoft OneNote
  • Microsoft Visual Basic.NET
  • IBM Middleware
  • Minitab
  • Patch management software
  • Computer On-line Real-time Applications Language CORAL 66
  • AJAX
  • Informatica software
  • Amazon DynamoDB
  • Microsoft Windows
  • GitHub Copilot
  • Microsoft Windows Server
  • Apache Solr
  • Operating system shells
  • RabbitMQ
  • Apache Oozie
  • ADO.NET
  • Web service definition language WDSL
  • Wireshark
  • MathWorks Simulink
  • Apple iOS
  • Oracle PL/SQL
  • Mutation testing software
  • SAP Crystal Reports
  • IBM InfoSphere DataStage
  • SmugMug Flickr
  • Qwen (Alibaba)
  • Apache Hive
  • Apache HBase
  • System testing software
  • Cisco IOS
  • DeepSeek
  • Loom
  • Structured query language SQL
  • Source code editor software
  • Operating system software
  • Common business oriented language COBOL
  • Google Analytics
  • Microservices Architecture
  • Microsoft Dynamics
  • IEA Software Emerald
  • Adobe Photoshop
  • Red Hat OpenShift
  • Structured Query Report SQR
  • Oracle Fusion Applications
  • Skype
  • Management information systems MIS
  • Figma
  • IBM Terraform
  • Google Sheets
  • Distributed database management software
  • PHP
  • Bigloo Scheme
  • Apache Subversion SVN
  • Usability testing software
  • Single sign-on SSO
  • Perl
  • Microsoft Visual Basic
  • Apache HTTP Server
  • Oracle JavaServer Pages JSP
  • Security testing software
  • Ansible software
  • Stress testing software
  • Border Gateway Protocol BGP
  • Microsoft Visual Basic for Applications VBA
  • Airtable
  • Google Drive
  • Oracle WebLogic Server
  • B-Method
  • TensorFlow
  • Spring Boot
  • Go
  • Git
  • FaceTime
  • Bolt.new
  • Snowflake
  • Microsoft .NET Framework
  • StataCorp Stata
  • UNIX
  • Nova (Amazon)
  • Relational database management software
  • GitHub
  • Microsoft SharePoint
  • LibreOffice
  • Microsoft PowerShell
  • The MathWorks MATLAB
  • LexisNexis
  • Amazon Kinesis
  • Kubernetes
  • SAP Adaptive Server Enterprise
  • Disk operating system DOS
  • Google Cloud software
  • Apache Flume
  • Amazon Simple Storage Service S3
  • WordPress
  • Redis
  • ABC Compiler
  • Forth
  • Enterprise application integration EAI software
  • Microsoft Internet Information Services (IIS)
  • Transact-SQL
  • LAMP Stack
  • FileMaker Pro
  • Selenium
  • Backbone.js
  • Integration testing software
  • Apache Groovy
  • File server software
  • Gradle
  • Oracle Primavera Enterprise Project Portfolio Management
  • Atlassian Confluence
  • Scala
  • Python
  • Adobe After Effects
  • Encryption software
  • Simple API for XML SAX
  • Test design software
  • Formula translation/translator FORTRAN
  • Oracle PeopleSoft
  • Slack
  • NetSuite ERP
  • DataVision
  • Zoom
  • Migration software
  • React Native
  • Amazon Web Services AWS software
  • Gemini Code Assist
  • Common Lisp Object System CLOS
  • Microsoft ASP.NET
  • Microsoft Active Directory
  • RESTful API
  • American National Standards Institute ANSI C
  • Apache Ant
  • Pascal
  • Shell script
  • Apache Tomcat
  • Eclipse IDE
  • Graphical user interface GUI builder software
  • Citrix cloud computing software
  • ChatGPT (OpenAI)
  • Microsoft SQL Server Reporting Services SSRS
  • Veritas NetBackup
  • IBM Rational ClearCase
  • Workday software
  • Oracle Database
  • Microsoft DirectX
  • Adobe Illustrator
  • jQuery
  • Prolog
  • LogMeIn GoToWebinar
  • Salesforce software
  • JamBoard
  • Scheme
  • Adobe Creative Cloud software
  • ABC: the AspectBench Compiler for AspectJ
  • Backup and archival software
  • Ext JS
  • Atlassian Bitbucket
  • Interface definition language IDL
  • NortonLifeLock cybersecurity software
  • PyTorch
  • Oracle Business Intelligence Discoverer
  • Microsoft ASP.NET Core MVC
  • Test implementation software
  • NoSQL
  • GNU Image Manipulation Program GIMP
  • Adobe Dreamweaver
  • Algorithmic language ALGOL
  • Alteryx software
  • Oracle Cloud software
  • Perplexity AI
  • Marketo Marketing Automation
  • Microsoft Office software
  • Data manipulation language DML
  • Embedded systems development software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Recovery testing software
  • Voice over internet protocol VoIP system software
  • Microsoft Visio
  • Oracle Java Message Service JMS
  • IBM Notes
  • Tableau
  • Component object model COM software
  • SAP Business Objects
  • Oberon
  • Screencastify
  • Evernote
  • JUnit
  • IBM Domino
  • ServiceNow
  • Apache Hadoop
  • Advanced business application programming ABAP
  • Object Management Group Object Request Broker
  • Oracle JDBC
  • Beginner's all-purpose symbolic instruction code BASIC
  • GitLab
  • Canu
  • Qlik Tech QlikView
  • GroupMe
  • Apple macOS
  • Simulation program with integrated circuit emphasis SPICE
  • Talend Data Fabric
  • PuTTY
  • Dynamic analysis software
  • Amazon CodeWhisperer
  • Hewlett Packard HP-UX
  • Unified modeling language UML
  • v0 by Vercel
  • JavaScript Object Notation JSON
  • Google Android
  • Trimble SketchUp Pro
  • Platform as a service PaaS
  • Symantec Visual Cafe
  • SAP Business Intelligence
  • IBM Rational RequisitePro
  • Extensible stylesheet language transformations XSLT
  • Distributed component object model DCOM software
  • Blackbaud The Raiser's Edge
  • Dynamic modeling software
  • Call-processing language CPL
  • Win CE
  • Oracle Eloqua
  • Elasticsearch
  • IBM Rational PurifyPlus
  • Objective C
  • IBM Cognos Impromptu
  • Restructured extended executor REXX
  • JavaScript framework software
  • Microsoft Azure software
  • SonarQube
  • Jenkins CI
  • Enterprise JavaBeans
  • Deployment software
  • KornShell
  • Vue.js
  • Web application software
  • Collaborative Application Markup Language CAML
  • Real time operating system RTOS software
  • Apache Maven
  • Embarcadero JBuilder
  • Visible Razor
  • Hypertext markup language HTML
  • Google Docs
  • Automated installation software
  • Graphical user interface GUI design software
  • Software distribution management software
  • Apache Cassandra
  • Mistral (Mistral AI)
  • Ruby
  • National Instruments LabVIEW
  • Microsoft Word
  • IBM z/OS operating systems
  • Microsoft SQL Server
  • Oracle E-Business Suite Financials
  • Defect tracking software
  • Oracle PeopleSoft Financials
  • Apache Avro
  • Quest Erwin Data Modeler
  • Extensible hypertext markup language XHTML
  • Interstate connection ICON
  • C#
  • Cascading style sheets CSS
  • Chef
  • Microsoft Power BI
  • Codeium
  • IBM WebSphere MQ
  • Cursor AI
  • Job control language JCL
  • Microsoft Project
  • Haskell
  • Amazon Redshift
  • Salesforce Visualforce
  • Devin (Cognition AI)
  • Load testing software
  • Django
  • String oriented symbolic language SNOBOL
  • Bash
  • Swift
  • Google Slides
  • Data analysis software
  • Adobe InDesign
  • Regression testing software
  • Google Angular
  • XML Path Language XPATH
  • Magellan Firmware
  • Xcode
  • Google Meet
  • Dropbox
  • Version control software
  • Objective Caml
  • SAP ERP
  • Fault testing software
  • Ruby on Rails
  • Bootstrap
  • Ada
  • Programming language one PL/I
  • Microsoft Dynamics GP
  • Social media sites
  • Oracle Reports
  • C
  • Llama (Meta)
  • Microsoft Excel
  • Tabnine
  • Ubuntu
  • Moodle
  • List processing language LISP
  • Allaire ColdFusion
  • Adobe ActionScript
  • MongoDB
  • Nagios
  • Teradata Database
  • Static analysis software
  • IBM DB2
  • Google Sites
  • Embarcadero Delphi
  • Hibernate ORM
  • Kotlin
  • Enterprise resource planning ERP software
  • React Redux
  • Application servers
  • Graphics processing unit GPU
  • Multi-core central processing unit CPU
  • Desktop computers
  • Notebook computers
  • Computer servers
  • In circuit emulators ICE
  • Mainframe computers
  • Flash disks
  • Logic analyzers
  • Directory servers
  • Digital cameras

Alternative Job Titles