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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

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

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

  • Train users to use new or modified equipment.

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

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

  • 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.

  • Determine system performance standards.

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

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

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

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

  • Coordinate installation of software system.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles