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Automation Risk Analysis

Will “White Hat Hacker” be Automated?

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AI Exposure Risk

60%

“White Hat Hacker” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“White Hat Hacker” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Programmers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information.

Avg. Annual Salary $103,640
Avg. Hourly Wage $49.83
Available Jobs (US) 109,870
Job Title & Hierarchy Code (SOC) Computer Programmers #15-1251
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Programmers”

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Core Skills & Abilities

  • Develop Web sites.

  • Train users on the use and function of computer programs.

  • Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.

  • Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.

  • Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.

  • Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.

  • Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.

  • Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.

  • Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.

  • Write or contribute to instructions or manuals to guide end users.

  • Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.

  • Train subordinates in programming and program coding.

  • Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.

  • Assign, coordinate, and review work and activities of programming personnel.

  • Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.

  • Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.

  • Collaborate with computer manufacturers and other users to develop new programming methods.

Technologies & Software

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  • Logo design software
  • Hewlett Packard HP-UX
  • SAP Adaptive Server Enterprise
  • Microsoft ASP.NET Core MVC
  • Prolog
  • Quest Erwin Data Modeler
  • Modula
  • Atlassian Confluence
  • Partial class generator software
  • Oracle Business Intelligence Enterprise Edition
  • Virage VS Archive
  • Tabnine
  • Oracle PL/SQL
  • Enterprise JavaBeans
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  • Apache Subversion SVN
  • IBM Rational ClearCase
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  • Atlassian Bamboo
  • Event-driven State-machines Programming
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  • Objective C
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  • CoffeeCup The HTML Editor
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  • ReCrystallize Crystal Reports
  • Scheme
  • Microsoft FrontPage
  • Threaded code compiler
  • VMware
  • Haskell
  • Decompilers
  • Microsoft SQL Server Integration Services SSIS
  • One pass compiler software
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  • Microsoft Visual Studio
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  • Extensible markup language XML
  • Delphi Technology
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  • React
  • Bigloo Scheme
  • Nagios
  • Ubuntu
  • Mixed code generator
  • Restructured extended executor REXX
  • Spring Boot
  • Jupyter Notebook
  • Workflow software
  • Go
  • Objective Caml
  • Microsoft SQL Server
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  • Amazon Web Services AWS software
  • JavaScript
  • Microsoft Silverlight
  • IBM Cognos Impromptu
  • Collaborative Application Markup Language CAML
  • Google Antigravity
  • CAST SQL Builder
  • Greatis Object Inspector
  • Beginner's all-purpose symbolic instruction code BASIC
  • Eiffel
  • Forth
  • Microsoft ActiveX
  • AJAX
  • Microsoft Excel
  • Microsoft Visual C# .NET
  • Apache Maven
  • Mistral AI (chat/models)
  • SAP NetWeaver BW
  • SAP software
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  • Apache Spark
  • National Instruments LabVIEW
  • Oberon
  • Microsoft Exchange
  • Simulation program with integrated circuit emphasis SPICE
  • Programming language one PL/I
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  • C#
  • Dassault Systemes CATIA
  • List processing language LISP
  • Gemini Code Assist
  • IBM DB2
  • Canu
  • UNIX
  • Bourne Shell
  • Apache Tomcat
  • Apache Hadoop
  • E++ pattern language
  • Basis BBx VisualPRO/5
  • Microsoft Systems Management Server
  • PHP
  • Progress Sonic ESB
  • Codeium
  • Oracle PeopleSoft
  • Compilers
  • SAS
  • Citrix cloud computing software
  • Algorithmic language ALGOL
  • Oracle Java
  • Shell script
  • MongoDB
  • Oracle E-Business Suite Financials
  • Perplexity AI
  • Apache Pig
  • The MathWorks MATLAB
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  • C++
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  • LAMP Stack
  • R
  • Supervisory control and data acquisition SCADA software
  • Tableau
  • Elasticsearch
  • Operating system software
  • Computer Associates integrated data management system CA-IDMS
  • Git
  • ABC Compiler
  • Microsoft PowerShell
  • Microsoft PowerPoint
  • Dynamic hypertext markup language DHTML
  • OpenAI ChatGPT
  • IBM WebSphere
  • American National Standards Institute ANSI C
  • Oracle JavaServer Pages JSP
  • Microsoft Visual Basic
  • Adobe Illustrator
  • Formula translation/translator FORTRAN
  • Scala
  • Qlik Tech QlikView
  • Amazon CodeWhisperer
  • ICON programming language
  • B-Method
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  • Adobe Acrobat
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  • Microsoft Extensible Application Markup Language (XAML)
  • Extensible stylesheet language XSL
  • SAP Crystal Reports
  • Progress OpenEdge ABL
  • Microsoft Visual Basic Scripting Edition VBScript
  • Structured Query Report SQR
  • GitHub Copilot
  • Ansible software
  • JUnit
  • Verilog
  • Apache Ant
  • Adobe ColdFusion
  • Red Hat WildFly
  • Low-level debugger software
  • Revision control software
  • Apache HTTP Server
  • Incremental compiler software
  • Interpreter software
  • Splunk Enterprise
  • Teradata Database
  • Embarcadero Delphi
  • Code munger software
  • Red Hat Enterprise Linux
  • Chef
  • Unified modeling language UML
  • Oracle Solaris
  • Snort
  • Structured query language SQL
  • UNIX Shell
  • Microsoft Access
  • SAP Business Objects
  • Perforce Helix software
  • Wireshark
  • Veritas NetBackup
  • Google Angular
  • Bash
  • Adobe Flex
  • Amazon Web Services AWS CloudFormation
  • Lovable.dev
  • Microsoft Dynamics
  • Progress WebSpeed Workshop
  • Adobe PostScript
  • Amazon Elastic Compute Cloud EC2
  • Emerald Software Group Emerald Green Office
  • Integrated development environment IDE software
  • Job control language JCL
  • Smalltalk
  • A programming language APL
  • Tier generator software
  • Pascal
  • ChatGPT (OpenAI)
  • Cascading style sheets CSS
  • Apache Cassandra
  • Inline code expander software
  • Tax software
  • KornShell
  • Adobe ActionScript
  • Interstate connection ICON
  • Microsoft ASP.NET
  • Amazon Kinesis
  • Ext JS
  • Oracle Fusion Middleware
  • GitHub
  • Microsoft Project
  • Eclipse IDE
  • AWK
  • Salesforce Visualforce
  • IBM SPSS Statistics
  • Microsoft .NET Framework
  • Docker
  • MySQL
  • Call-processing language CPL
  • Llama (Meta)
  • Epic Systems
  • Apache Hive
  • Microsoft Visual FoxPro
  • Common business oriented language COBOL
  • Geographic information system GIS software
  • IBM InfoSphere DataStage
  • PostgreSQL
  • Swift
  • Gambit Scheme
  • Oracle PeopleSoft Financials
  • MicroStrategy
  • Hibernate ORM
  • Apache Solr
  • Advanced business application programming ABAP
  • Spring Framework
  • Debugging software
  • MUMPS M
  • Google Analytics
  • String oriented symbolic language SNOBOL
  • Just-in-time compiler
  • Selenium
  • ABC: the AspectBench Compiler for AspectJ
  • Microsoft Windows
  • Customer information control system CICS
  • Microsoft Office software
  • Microsoft Visual Basic for Applications VBA
  • SAP BusinessObjects Data Integrator
  • Microsoft Visual Basic.NET
  • Xerces2 Java Parser
  • Oracle Hyperion
  • Relational database management software
  • Extensible hypertext markup language XHTML
  • Claude (Anthropic)
  • Oracle JDBC
  • McAfee
  • Ruby on Rails
  • Clipper
  • Amazon DynamoDB
  • Perl
  • Web service definition language WDSL
  • C
  • Microsoft Windows Server
  • Oracle Fusion Applications
  • StataCorp Stata
  • J
  • Serial port cards
  • Mainframe computers
  • Mainframe operating systems
  • Computer servers
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