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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

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

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

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

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

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

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

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

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

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

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

  • Determine system performance standards.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles