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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

  • 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.

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

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

  • 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.

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

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

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

  • Determine system performance standards.

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

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

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

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

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

Technologies & Software

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

Alternative Job Titles