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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

  • Determine system performance standards.

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

  • Train users to use new or modified equipment.

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

  • 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.

  • 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.

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

  • Coordinate installation of software system.

  • 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.

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

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

  • 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.

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

Technologies & Software

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

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