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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

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

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

  • 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.

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

  • Coordinate installation of software system.

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

  • Determine system performance standards.

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

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

  • Train users to use new or modified equipment.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles