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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

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

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

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

  • 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.

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

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

  • Determine system performance standards.

  • 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.

  • 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.

  • 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.

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

Technologies & Software

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

Alternative Job Titles