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Automation Risk Analysis

Will “Mainframe Systems Programmer” be Automated?

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AI Exposure Risk

58%

“Mainframe Systems Programmer” 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%

“Mainframe Systems Programmer” 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

  • Coordinate installation of software system.

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

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

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

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

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

  • Determine system performance standards.

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

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

  • 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.

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

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

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

  • Train users to use new or modified equipment.

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

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

Technologies & Software

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

Alternative Job Titles