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Automation Risk Analysis

Will “Application Analyst” be Automated?

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AI Exposure Risk

58%

“Application 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 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.

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

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

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

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

  • 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.

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

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

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

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

  • Determine system performance standards.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles