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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

  • Train users to use new or modified equipment.

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

  • 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.

  • Determine system performance standards.

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

  • 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.

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

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

  • 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.

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

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

  • Coordinate installation of software system.

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

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

Technologies & Software

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

Alternative Job Titles