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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

  • 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.

  • Determine system performance standards.

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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

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

  • Coordinate installation of software system.

  • 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.

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

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  • J
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  • XML Path Language XPATH
  • IBM Notes
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  • Adobe InDesign
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  • QNX
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  • Swift
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  • Red Hat Enterprise Linux
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  • Structured query language SQL
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  • RabbitMQ
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  • Microsoft ASP.NET
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  • Oracle Hyperion
  • Interstate connection ICON
  • A programming language APL
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  • Apache Ant
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  • Talend Data Fabric
  • Skype
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  • Microsoft Project
  • IBM Rational ClearCase
  • Dynamic hypertext markup language DHTML
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  • The MathWorks MATLAB
  • Gradle
  • Graphical user interface GUI design software
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  • Microsoft Visio
  • LogMeIn GoToWebinar
  • SmugMug Flickr
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  • Splunk Enterprise
  • Microsoft Outlook
  • Recovery testing software
  • PostgreSQL
  • Veritas NetBackup
  • Loom
  • Oracle PeopleSoft Financials
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  • Microsoft Excel
  • Apache Airflow
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  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle Fusion Middleware
  • Google Sites
  • Microsoft ASP.NET Core MVC
  • Microsoft Visual Basic
  • Apache Avro
  • NoSQL
  • Microsoft Word
  • Citrix cloud computing software
  • Kimi (Moonshot AI)
  • Usability testing software
  • GroupMe
  • Adobe Photoshop
  • React
  • Static analysis software
  • IBM AIX
  • Graphical user interface GUI builder software
  • Ansible software
  • IBM WebSphere
  • Apache Oozie
  • JavaScript Object Notation JSON
  • Apache Hadoop
  • UNIX
  • Magellan Firmware
  • Linux
  • Adobe After Effects
  • Oracle Primavera Enterprise Project Portfolio Management
  • Verilog
  • Apache Maven
  • Amazon Simple Storage Service S3
  • Adobe Illustrator
  • IBM Middleware
  • Salesforce software
  • Microsoft Visual Basic.NET
  • Fault testing software
  • Transact-SQL
  • Lovable.dev
  • Go
  • Atlassian Bitbucket
  • Microsoft Publisher
  • ChatGPT (OpenAI)
  • Apache Subversion SVN
  • Oracle Business Intelligence Suite
  • Microsoft Windows Server
  • Puppet
  • In circuit emulators ICE
  • Notebook computers
  • Logic analyzers
  • Flash disks
  • Mainframe computers
  • Computer servers
  • Directory servers
  • Graphics processing unit GPU
  • Multi-core central processing unit CPU
  • Digital cameras
  • Application servers
  • Desktop computers

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