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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

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

  • Determine system performance standards.

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

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

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