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Automation Risk Analysis

Will “Software Requirements Engineer (SRE)” be Automated?

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AI Exposure Risk

58%

“Software Requirements Engineer (SRE)” 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%

“Software Requirements Engineer (SRE)” 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

  • Coordinate installation of software system.

  • Train users to use new or modified equipment.

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

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