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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

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

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

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

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

  • Coordinate installation of software system.

  • 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.

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

  • 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.

  • 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.

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

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

  • Train users to use new or modified equipment.

  • Determine system performance standards.

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

Technologies & Software

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

Alternative Job Titles