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Automation Risk Analysis

Will “Systems Analyst Engineer” be Automated?

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AI Exposure Risk

58%

“Systems Analyst 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%

“Systems Analyst 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

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

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

  • Determine system performance standards.

  • 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.

  • Train users to use new or modified equipment.

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

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

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

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

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

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

  • Coordinate installation of software system.

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

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

Technologies & Software

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

Alternative Job Titles