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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.

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

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

  • Train users to use new or modified equipment.

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

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

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

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

  • Coordinate installation of software system.

  • 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.

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

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

  • 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.

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

  • Determine system performance standards.

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  • Microservices Architecture
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  • Automated installation software
  • Node.js
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  • Amazon Kinesis
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  • Salesforce software
  • React Native
  • Amazon Simple Storage Service S3
  • Kubernetes
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  • Common Lisp Object System CLOS
  • Unified modeling language UML
  • Google Angular
  • Component-based Scalable Logical Architecture CSLA
  • Redis
  • Customer information control system CICS
  • IBM Domino
  • SAS
  • Microsoft Azure software
  • Structured Query Report SQR
  • Oracle Database
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  • Job control language JCL
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  • Functional testing software
  • Evernote
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  • NetSuite ERP
  • Interoperability testing software
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  • Microsoft Office software
  • Document Object Model DOM Scripting
  • LibreOffice
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  • Microsoft Visual Basic for Applications VBA
  • TypeScript
  • Oracle Application Server
  • Configuration management software
  • Cascading style sheets CSS
  • Trimble SketchUp Pro
  • Microsoft Visual Studio
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  • Apache Pig
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  • Regression testing software
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  • Microsoft Visual Basic
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  • Microsoft Internet Information Services (IIS)
  • Platform as a service PaaS
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  • GraphQL
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  • Jenkins CI
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  • Microsoft Word
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  • Object Management Group Object Request Broker
  • GitHub
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  • Kotlin
  • Go
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  • FileMaker Pro
  • Microsoft Windows Server
  • Snowflake
  • Gradle
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  • Relational database management software
  • Google Sheets
  • Airtable
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  • AJAX
  • Apache Struts
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  • Simulation program with integrated circuit emphasis SPICE
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  • Swift
  • IBM WebSphere MQ
  • Elasticsearch
  • Adobe Photoshop
  • Microsoft transact-structural query language T-SQL
  • Bash
  • MySQL
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft PowerShell
  • Oracle Fusion Applications
  • Ansible software
  • Microsoft .NET Framework
  • Apache HTTP Server
  • Microsoft Power Automate
  • Bootstrap
  • Oracle Hyperion
  • Gemini Code Assist
  • Apache Flume
  • Apache Subversion SVN
  • Management information systems MIS
  • McAfee
  • Forth
  • Shell script
  • Microsoft Windows
  • RabbitMQ
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  • PostgreSQL
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  • Oracle PL/SQL
  • Objective C
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  • Microsoft Dynamics GP
  • ABC Compiler
  • Migration testing software
  • Scheme
  • Microsoft Visual Basic.NET
  • Amazon Redshift
  • Amazon Web Services AWS CloudFormation
  • Social media sites
  • Hypertext markup language HTML
  • Oracle Business Intelligence Suite
  • DeepSeek
  • Embarcadero JBuilder
  • Microsoft Team Foundation Server
  • IBM WebSphere
  • LogMeIn GoToMeeting
  • Virtual private networking VPN software
  • IBM z/OS operating systems
  • Amazon DynamoDB
  • Google Analytics
  • Workday software
  • Adobe Creative Cloud software
  • ICON programming language
  • Quest Erwin Data Modeler
  • Smalltalk
  • Microsoft Publisher
  • IBM Rational ClearQuest
  • Amazon Web Services AWS software
  • Test implementation software
  • Patch management software
  • Hewlett Packard HP-UX
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  • MUMPS M
  • Oracle Java
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  • A programming language APL
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  • Amazon Elastic Compute Cloud EC2
  • XML Path Language XPATH
  • Oracle PeopleSoft Financials
  • Oracle Java Message Service JMS
  • Operating system shells
  • Red Hat Enterprise Linux
  • Apache Oozie
  • Microsoft Active Server Pages ASP
  • Adobe InDesign
  • UNIX Shell
  • Structured query language SQL
  • LinkedIn
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  • Ruby
  • Collaborative Application Markup Language CAML
  • Microsoft Active Directory
  • Linux
  • 3M Post-it App
  • Apple iOS
  • Grok (xAI)
  • Scala
  • R
  • Microsoft ActiveX
  • Open Graphics Library OpenGL
  • Hewlett Packard LoadRunner
  • E++ pattern language
  • Apache Avro
  • PyTorch
  • Wind River VxWorks
  • JavaScript framework software
  • JamBoard
  • Wireshark
  • Teradata Database
  • Google Cloud software
  • Ext JS
  • GNU Image Manipulation Program GIMP
  • Oracle PeopleSoft
  • Adobe Illustrator
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  • Apache Solr
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  • IBM Middleware
  • Eclipse IDE
  • Haskell
  • ADO.NET
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  • Win CE
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  • Google Docs
  • IEA Software Emerald
  • Dynamic analysis software
  • Amazon CodeWhisperer
  • Salesforce Visualforce
  • SAP NetWeaver
  • Microsoft PowerPoint
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  • Web service definition language WDSL
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  • Version control software
  • Google Android
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  • Apache Maven
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  • Microsoft Exchange
  • C#
  • Perl
  • FaceTime
  • Microsoft Dynamics
  • Tabnine
  • Microsoft Azure DevOps Services
  • Test design software
  • Dropbox
  • Moodle
  • Dynamic hypertext markup language DHTML
  • Python
  • Oracle Business Intelligence Enterprise Edition
  • Formula translation/translator FORTRAN
  • Gambit Scheme
  • Dynamic modeling software
  • American National Standards Institute ANSI C
  • ESRI ArcGIS software
  • IBM Rational PurifyPlus
  • Microsoft SQL Server
  • React
  • Hibernate ORM
  • Recovery testing software
  • PHP
  • JavaScript
  • Microsoft Outlook
  • SAP software
  • Usability testing software
  • Backup and archival software
  • Adobe ActionScript
  • Graphical user interface GUI builder software
  • Mutation testing software
  • Selenium
  • Xcode
  • Oracle Fusion Middleware
  • Web application software
  • DataVision
  • Slack
  • Blackbaud The Raiser's Edge
  • Requirements management software
  • Data definition language DDL
  • Tableau
  • Blackboard software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft OneNote
  • System testing software
  • Codeium
  • Spring Boot
  • Advanced business application programming ABAP
  • Microsoft ASP.NET
  • Minitab
  • Software libraries
  • Interstate connection ICON
  • Ubuntu
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  • Adobe After Effects
  • Unit testing software
  • Bigloo Scheme
  • Directory servers
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  • In circuit emulators ICE
  • Application servers
  • Flash disks
  • Digital cameras
  • Graphics processing unit GPU
  • Computer servers
  • Multi-core central processing unit CPU
  • Mainframe computers
  • Logic analyzers
  • Desktop computers

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