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Automation Risk Analysis

Will “Computer Application Engineer” be Automated?

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AI Exposure Risk

58%

“Computer Application Engineer” 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%

“Computer Application Engineer” 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

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

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

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

  • 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.

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

  • Train users to use new or modified equipment.

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

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

  • 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.

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

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

Technologies & Software

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  • Snowflake
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  • Web application software
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  • SAP Adaptive Server Enterprise
  • Configuration management software
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  • IBM WebSphere MQ
  • StataCorp Stata
  • Microsoft Azure DevOps Services
  • Perplexity AI
  • Codeium
  • Static analysis software
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  • Modula
  • LogMeIn GoToWebinar
  • Extensible stylesheet language transformations XSLT
  • Backup and archival software
  • IBM WebSphere
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  • AJAX
  • Hewlett Packard LoadRunner
  • TensorFlow
  • SmugMug Flickr
  • American National Standards Institute ANSI C
  • Vue.js
  • Apache Spark
  • Dynamic modeling software
  • MongoDB
  • Microsoft Visual Basic for Applications VBA
  • Microsoft ASP.NET Core MVC
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  • NortonLifeLock cybersecurity software
  • LexisNexis
  • Storage area network SAN software
  • Migration software
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  • Alteryx software
  • Microsoft Internet Information Services (IIS)
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  • Apache Avro
  • Screencastify
  • Call-processing language CPL
  • Microsoft PowerPoint
  • Distributed database management software
  • Kubernetes
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  • Smalltalk
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  • Eiffel
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  • C#
  • Real time operating system RTOS software
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  • Microsoft Visual C# .NET
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  • Linux
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  • Oracle JavaServer Pages JSP
  • Oracle Java
  • Formula translation/translator FORTRAN
  • VMware
  • Microsoft Word
  • Gambit Scheme
  • Management information systems MIS
  • Google Sites
  • Unified modeling language UML
  • AWK
  • Event-driven State-machines Programming
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  • Red Hat Ansible Engine
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  • Elasticsearch
  • Microsoft ESP SDK
  • Microsoft DirectX
  • Virtual private networking VPN software
  • Django
  • Oracle Fusion Middleware
  • Docker
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  • Win CE
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  • Zoom
  • PuTTY
  • Job control language JCL
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  • IBM DB2
  • Apache Solr
  • Google Slides
  • IBM SPSS Statistics
  • SonarQube
  • OpenAI ChatGPT
  • List processing language LISP
  • Enterprise JavaBeans
  • Microsoft Visual Basic Scripting Edition VBScript
  • RESTful API
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  • Prolog
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  • Ansible software
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  • Microsoft SQL Server Reporting Services SSRS
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  • Tableau
  • Object Management Group Object Request Broker
  • Splunk Enterprise
  • Common business oriented language COBOL
  • Embarcadero Delphi
  • Objective Caml
  • Oracle PL/SQL
  • Component-based Scalable Logical Architecture CSLA
  • Oracle Application Server
  • Microsoft Access
  • v0 by Vercel
  • Oracle Hyperion
  • Jupyter Notebook
  • Cascading style sheets CSS
  • Microsoft Outlook
  • J
  • Python
  • Grok (xAI)
  • Usability testing software
  • Marketo Marketing Automation
  • Red Hat Enterprise Linux
  • Google Sheets
  • JavaScript Object Notation JSON
  • Microsoft .NET Framework
  • Oracle JDBC
  • Microsoft Windows
  • Oracle Business Intelligence Discoverer
  • Microsoft Team Foundation Server
  • LinkedIn
  • Apple macOS
  • Operating system software
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  • Google Gmail
  • Microsoft Teams
  • Informatica software
  • Bootstrap
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  • Gemini (Google)
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  • Microsoft Visual Basic
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  • Claude (Anthropic)
  • GraphQL
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  • Forth
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  • Open Graphics Library OpenGL
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  • JUnit
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  • Deployment software
  • Disk operating system DOS
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  • LogMeIn GoToMeeting
  • JavaScript framework software
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  • NoSQL
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  • Haskell
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  • Amazon Web Services AWS software
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  • Ruby on Rails
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  • Ruby
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  • Scheme
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  • Shell script
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  • Microsoft Exchange
  • YouTube
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  • Adobe Flex
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  • Document Object Model DOM Scripting
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  • Pascal
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  • Beginner's all-purpose symbolic instruction code BASIC
  • Computer On-line Real-time Applications Language CORAL 66
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  • Oracle Eloqua
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  • PHP
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  • Structured Query Report SQR
  • Microsoft Visio
  • Microsoft transact-structural query language T-SQL
  • Kimi (Moonshot AI)
  • Cisco IOS
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  • Veritas NetBackup
  • ChatGPT (OpenAI)
  • Verilog
  • Oracle Java Message Service JMS
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  • Google Drive
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  • QNX
  • React
  • UNIX Shell
  • Programming language one PL/I
  • Oracle SQL Developer
  • Software libraries
  • Mistral (Mistral AI)
  • RabbitMQ
  • Apache HBase
  • Microsoft Windows Server
  • Mistral AI (chat/models)
  • LibreOffice
  • Common Lisp Object System CLOS
  • Microsoft SQL Server Integration Services SSIS
  • Spring Framework
  • JamBoard
  • Adobe Photoshop
  • Apache Hive
  • Eclipse Jersey
  • IBM Power Systems software
  • Figma
  • Data definition language DDL
  • Apache Struts
  • R
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  • Transact-SQL
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  • FaceTime
  • Microsoft SharePoint
  • Microsoft Power Automate
  • Extensible markup language XML
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  • Jenkins CI
  • MicroStrategy
  • Backbone.js
  • Oracle JD Edwards EnterpriseOne
  • Apache HTTP Server
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Apache Tomcat
  • Amazon Web Services AWS CloudFormation
  • Advanced business application programming ABAP
  • Delphi Technology
  • ABC: the AspectBench Compiler for AspectJ
  • Oracle Cloud software
  • WordPress
  • Relational database management software
  • Microsoft Azure software
  • Distributed component object model DCOM software
  • Bigloo Scheme
  • Oracle Business Intelligence Suite
  • IBM z/OS operating systems
  • Microsoft SQL Server
  • Structured query language SQL
  • IBM Rational PurifyPlus
  • Apache Groovy
  • Chef
  • Salesforce software
  • Simple API for XML SAX
  • Enterprise resource planning ERP software
  • Web server software
  • Git
  • Algorithmic language ALGOL
  • Go
  • Restructured extended executor REXX
  • Google Docs
  • IBM Notes
  • Single sign-on SSO
  • Oracle Solaris
  • File server software
  • Evernote
  • String oriented symbolic language SNOBOL
  • Ext JS
  • NetSuite ERP
  • Dynamic analysis software
  • Puppet
  • Red Hat WildFly
  • Wireshark
  • Data manipulation language DML
  • Software development tools
  • Multi-core central processing unit CPU
  • Mainframe computers
  • Flash disks
  • Digital cameras
  • Application servers
  • Directory servers
  • Notebook computers
  • Desktop computers
  • Computer servers
  • Graphics processing unit GPU
  • In circuit emulators ICE
  • Logic analyzers

Alternative Job Titles