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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

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

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

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

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

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

  • 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.

  • Coordinate installation of software system.

  • Determine system performance standards.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles