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Automation Risk Analysis

Will “Operating System Specialist (OS Specialist)” be Automated?

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AI Exposure Risk

58%

“Operating System Specialist (OS Specialist)” 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%

“Operating System Specialist (OS Specialist)” 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 the work of programmers, technologists and technicians and other engineering and scientific personnel.

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

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

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

  • 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.

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

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

  • Determine system performance standards.

  • 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.

  • 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.

  • Coordinate installation of software system.

  • 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.

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

Technologies & Software

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  • Verilog
  • Spring Framework
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  • IBM Domino
  • C
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  • Adobe Photoshop
  • Oracle Java
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  • Apache HTTP Server
  • Docker
  • React Redux
  • JFrog Artifactory
  • DataVision
  • Shell script
  • Google Cloud software
  • Emerald Software Group Emerald Green Office
  • E++ pattern language
  • Apache Hive
  • 3M Post-it App
  • GraphQL
  • Collaborative Application Markup Language CAML
  • PHP
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  • SAP Business Objects
  • Real time operating system RTOS software
  • Interoperability testing software
  • UNIX Shell
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  • Version control software
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  • Google Sites
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  • IBM AIX
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  • Web application software
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  • Canu
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  • Apple iOS
  • Adobe Flex
  • SAP NetWeaver
  • Cascading style sheets CSS
  • Moodle
  • Apache Cassandra
  • Atlassian Confluence
  • Microsoft Excel
  • Interface definition language IDL
  • JavaScript Object Notation JSON
  • C++
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  • PuTTY
  • Oracle Business Intelligence Suite
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  • Management information systems MIS
  • Restructured extended executor REXX
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  • Atlassian JIRA
  • Atlassian Bamboo
  • Jenkins CI
  • SAS
  • Win CE
  • Microsoft PowerShell
  • Red Hat Enterprise Linux
  • MathWorks Simulink
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  • Tabnine
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  • MUMPS M
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  • Dynamic hypertext markup language DHTML
  • Xcode
  • Adobe ActionScript
  • IBM Rational RequisitePro
  • Microsoft Visual Basic.NET
  • Job control language JCL
  • Data analysis software
  • Puppet
  • Computer Associates integrated data management system CA-IDMS
  • Amazon Kinesis
  • Event-driven State-machines Programming
  • Beginner's all-purpose symbolic instruction code BASIC
  • Component-based Scalable Logical Architecture CSLA
  • IBM WebSphere MQ
  • Microsoft Team Foundation Server
  • ChatGPT (OpenAI)
  • XML Path Language XPATH
  • Security testing software
  • Oracle Fusion Middleware
  • Web service definition language WDSL
  • Drupal
  • TypeScript
  • C#
  • Bootstrap
  • Oracle Database
  • Migration testing software
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  • Pascal
  • String oriented symbolic language SNOBOL
  • Prolog
  • Red Hat WildFly
  • IBM SPSS Statistics
  • Programming language one PL/I
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  • NetSuite ERP
  • JavaScript framework software
  • Apache Kafka
  • Eclipse IDE
  • Apache Avro
  • Microsoft ASP.NET
  • LexisNexis
  • Microsoft PowerPoint
  • Computer On-line Real-time Applications Language CORAL 66
  • Red Hat Ansible Engine
  • Microsoft Visual Studio
  • Qlik Tech QlikView
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  • Single sign-on SSO
  • SAP Business Intelligence
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  • Objective C
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  • RESTful API
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  • Scheme
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  • Microsoft SQL Server
  • Document Object Model DOM Scripting
  • SAP Crystal Reports
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  • Oracle Reports
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  • Eclipse Jersey
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  • Microsoft ESP SDK
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  • Apache Oozie
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  • Node.js
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  • RabbitMQ
  • Ansible software
  • Document management system software
  • SonarQube
  • IBM Rational Rose XDE
  • JavaScript
  • Oracle JD Edwards EnterpriseOne
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  • Oracle SQL Developer
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  • Oracle Java Message Service JMS
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  • File server software
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  • Oracle Eloqua
  • Sun Microsystems Java Persistence API
  • IBM z/OS operating systems
  • Data manipulation language DML
  • GitHub
  • Deployment software
  • Unified modeling language UML
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  • Apache Tomcat
  • IBM Rational ClearCase
  • Test design software
  • PostgreSQL
  • Border Gateway Protocol BGP
  • Apache Flume
  • R
  • ServiceNow
  • Redis
  • American National Standards Institute ANSI C
  • Ruby
  • Microsoft SQL Server Integration Services SSIS
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  • Python
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  • Gambit Scheme
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  • Cisco IOS
  • LinkedIn
  • Structured query language SQL
  • Microsoft Active Directory
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  • Apache Solr
  • Llama (Meta)
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  • Perl
  • JUnit
  • Microsoft Visual C# .NET
  • LogMeIn GoToWebinar
  • Oracle Cloud software
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  • Apache Pig
  • Amazon Simple Storage Service S3
  • Microsoft Windows Server
  • Objective Caml
  • The MathWorks MATLAB
  • Perforce Helix software
  • Structured Query Report SQR
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  • B-Method
  • Apache Groovy
  • Splunk Enterprise
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  • Kimi (Moonshot AI)
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  • Grok (xAI)
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  • Microservices Architecture
  • Snowflake
  • Blink
  • Extensible markup language XML
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  • Eiffel
  • SAP ERP
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  • Apple macOS
  • Oracle Application Server
  • Oracle JavaServer Pages JSP
  • Enterprise JavaBeans
  • Amazon CodeWhisperer
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  • Amazon Elastic Compute Cloud EC2
  • Formula translation/translator FORTRAN
  • Fault testing software
  • Google Slides
  • Hewlett Packard HP-UX
  • Loom
  • Forth
  • Amazon DynamoDB
  • Disk operating system DOS
  • Oracle Business Intelligence Enterprise Edition
  • Adobe InDesign
  • Distributed database management software
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  • AWK
  • Minitab
  • Scala
  • Oracle Fusion Applications
  • Software libraries
  • IBM Cognos Impromptu
  • IEA Software Emerald
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  • Microsoft Word
  • National Instruments LabVIEW
  • Integration testing software
  • Microsoft OneNote
  • Transact-SQL
  • YouTube
  • Oracle PL/SQL
  • Oracle JDBC
  • Adobe Creative Cloud software
  • GitHub Copilot
  • Microsoft Exchange
  • Evernote
  • Common business oriented language COBOL
  • Microsoft .NET Framework
  • Google Angular
  • Hibernate ORM
  • Codeium
  • Apache Subversion SVN
  • Citrix cloud computing software
  • Extensible hypertext markup language XHTML
  • Data definition language DDL
  • IBM Middleware
  • Recovery testing software
  • Google Android
  • Google Meet
  • Platform as a service PaaS
  • Microsoft Windows
  • Apache Ant
  • ADO.NET
  • Talend Big Data Integration
  • Virtual private networking VPN software
  • J
  • Go
  • Open Graphics Library OpenGL
  • Common Lisp Object System CLOS
  • Digital cameras
  • Graphics processing unit GPU
  • Mainframe computers
  • Application servers
  • In circuit emulators ICE
  • Logic analyzers
  • Multi-core central processing unit CPU
  • Desktop computers
  • Computer servers
  • Flash disks
  • Directory servers
  • Notebook computers

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