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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

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

  • Determine system performance standards.

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

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

  • 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.

  • 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.

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

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

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

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

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

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

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

Technologies & Software

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

Alternative Job Titles