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Automation Risk Analysis

Will “Site Reliability Engineer” be Automated?

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AI Exposure Risk

58%

“Site Reliability 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%

“Site Reliability 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.

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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles