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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

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

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

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

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

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

  • Coordinate installation of software system.

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

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

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

  • Determine system performance standards.

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

  • 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.

  • Train users to use new or modified equipment.

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

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

Technologies & Software

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

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