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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

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

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

  • Determine system performance standards.

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

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

  • 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.

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

  • 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.

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

  • 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.

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

  • Coordinate installation of software system.

  • 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.

Technologies & Software

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

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