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Automation Risk Analysis

Will “Application Systems Analyst” be Automated?

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AI Exposure Risk

58%

“Application 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%

“Application 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

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

  • Train users to use new or modified equipment.

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

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

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

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

  • Coordinate installation of software system.

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

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

  • Determine system performance standards.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles