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Automation Risk Analysis

Will “Server Engineer” be Automated?

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AI Exposure Risk

58%

“Server 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%

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

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

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

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

  • Determine system performance standards.

  • 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.

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

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

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

  • Train users to use new or modified equipment.

  • 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.

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

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

  • Coordinate installation of software system.

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

Technologies & Software

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

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