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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

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

  • Determine system performance standards.

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

  • Coordinate installation of software system.

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

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

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

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

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

  • 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.

  • 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.

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

  • Train users to use new or modified equipment.

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

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

Technologies & Software

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

Alternative Job Titles