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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

  • 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.

  • Develop Web sites.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Train subordinates in programming and program coding.

Technologies & Software

  • Scala
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  • Data manipulation language DML
  • MongoDB
  • Ruby on Rails
  • Microsoft PowerPoint
  • Oracle PL/SQL
  • SAP BusinessObjects Data Integrator
  • Snort
  • Debugging software
  • Job control language JCL
  • Adobe Flex
  • Haskell
  • MUMPS M
  • Compilers
  • React
  • Smalltalk
  • IBM DB2
  • IBM Notes
  • Relational database management software
  • Hypertext markup language HTML
  • Ubuntu
  • Adobe Dreamweaver
  • Oracle WebLogic Server
  • Linux
  • C++
  • Node.js
  • JavaScript Object Notation JSON
  • Delphi Technology
  • Microsoft SQL Server Integration Services SSIS
  • Cascading style sheets CSS
  • Puppet
  • Elasticsearch
  • Emerald Software Group Emerald Green Office
  • Virage VS Archive
  • Microsoft ESP SDK
  • JavaScript
  • Git
  • Microsoft Visual FoxPro
  • KornShell
  • Microsoft PowerShell
  • Objective Caml
  • Drupal
  • Mixed code generator
  • StataCorp Stata
  • MicroStrategy
  • Greatis Object Inspector
  • Red Hat OpenShift
  • SAP NetWeaver BW
  • Microsoft Visual Studio
  • MySQL
  • Apache Cassandra
  • Logo design software
  • Microsoft Office software
  • Apache Kafka
  • Microsoft Active Server Pages ASP
  • Microsoft Project
  • Adobe Illustrator
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  • Minitab
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  • Basis BBx VisualPRO/5
  • Network intrusion prevention systems NIPS
  • Backbone.js
  • Microsoft Visio
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  • Wireshark
  • Hewlett Packard LoadRunner
  • Go
  • Apache Subversion SVN
  • Extensible stylesheet language XSL
  • Epic Systems
  • Progress WebSpeed Workshop
  • Oracle Fusion Applications
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  • CoffeeCup The HTML Editor
  • Bigloo Scheme
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  • Code generator software
  • LAMP Stack
  • IBM Domino
  • IBM Cognos Impromptu
  • Tier generator software
  • Xerces2 Java Parser
  • Qwen (Alibaba)
  • R
  • Nagios
  • Microsoft Windows Server
  • Modula
  • Operating system software
  • Data definition language DDL
  • Inline code expander software
  • Ext JS
  • Jupyter Notebook
  • Oracle PeopleSoft
  • Atlassian JIRA
  • Dynamic hypertext markup language DHTML
  • SAP Adaptive Server Enterprise
  • Amazon Web Services AWS software
  • Common business oriented language COBOL
  • Bash
  • IBM SPSS Statistics
  • Apache Groovy
  • Web service definition language WDSL
  • Mistral (Mistral AI)
  • ESRI ArcGIS software
  • Adobe PostScript
  • Verilog
  • Teradata Database
  • Revision control software
  • Chef
  • Advanced business application programming ABAP
  • Oracle JDBC
  • Spring Framework
  • SAP Business Objects
  • Command interpreters
  • Adobe ColdFusion
  • UNIX Shell
  • Microsoft Publisher
  • Structured Query Report SQR
  • IBM InfoSphere DataStage
  • Call-processing language CPL
  • Decompilers
  • Oracle Fusion Middleware
  • Claude (Anthropic)
  • dBASE Plus
  • Oracle Database
  • PowerSoft PowerBuilder
  • Codeium
  • IBM Power Systems software
  • Interface definition language IDL
  • Low-level debugger software
  • Unified modeling language UML
  • VMware
  • Docker
  • Retargetable compiler
  • UNIX
  • Amazon CodeWhisperer
  • Source code editor software
  • Qlik Tech QlikView
  • SAS
  • ABC: the AspectBench Compiler for AspectJ
  • Microsoft Silverlight
  • Scheme
  • Apache HTTP Server
  • One pass compiler software
  • Amazon DynamoDB
  • Microsoft Visual C# .NET
  • Dassault Systemes CATIA
  • Kimi (Moonshot AI)
  • Python
  • Apache Tomcat
  • Oracle Solaris
  • Prolog
  • Apache Struts
  • Symantec Visual Cafe
  • Oberon
  • Enterprise JavaBeans
  • ChatGPT (OpenAI)
  • Microsoft Azure software
  • C#
  • Computer On-line Real-time Applications Language CORAL 66
  • IBM WebSphere
  • Microsoft Word
  • PostgreSQL
  • Graphical user interface GUI design software
  • Oracle JavaServer Pages JSP
  • AWK
  • OpenAI ChatGPT
  • FileMaker Pro
  • Interstate connection ICON
  • Microsoft FrontPage
  • The MathWorks MATLAB
  • Microsoft Visual Basic
  • Bourne Shell
  • Perforce Helix software
  • Integrated development environment IDE software
  • Lovable.dev
  • Amazon Kinesis
  • Llama (Meta)
  • Customer information control system CICS
  • SAP Crystal Reports
  • Gemini (Google)
  • Amazon Elastic Compute Cloud EC2
  • Canu
  • Amazon Simple Storage Service S3
  • Ruby
  • B-Method
  • Computer Associates integrated data management system CA-IDMS
  • Algorithmic language ALGOL
  • Apache Maven
  • Extensible markup language XML
  • Quest Erwin Data Modeler
  • Red Hat WildFly
  • Incremental compiler software
  • NoSQL
  • Apache Ant
  • Embarcadero Delphi
  • Threaded code compiler
  • Oracle Java
  • Nova (Amazon)
  • NetSuite ERP
  • Oracle JD Edwards EnterpriseOne
  • Formula translation/translator FORTRAN
  • Spring Boot
  • Microsoft Dynamics
  • CAST SQL Builder
  • Hibernate ORM
  • Geographic information system GIS software
  • Extensible hypertext markup language XHTML
  • Clipper
  • Microsoft Exchange
  • AJAX
  • Oracle PeopleSoft Financials
  • Django
  • ICON programming language
  • String oriented symbolic language SNOBOL
  • Beginner's all-purpose symbolic instruction code BASIC
  • Apache Solr
  • Simulation program with integrated circuit emphasis SPICE
  • Shell script
  • Bolt.new
  • Microsoft Systems Management Server
  • Microsoft ASP.NET
  • Mistral AI (chat/models)
  • Source code migration software
  • IBM Rational ClearCase
  • Progress OpenEdge ABL
  • Tabnine
  • Adobe Acrobat
  • Google Analytics
  • IEA Software Emerald
  • JUnit
  • Splunk Enterprise
  • Collaborative Application Markup Language CAML
  • DeepSeek
  • Corel CorelDraw Graphics Suite
  • Google Angular
  • ABC Compiler
  • Apache Spark
  • Oracle E-Business Suite Financials
  • Red Hat Enterprise Linux
  • Ansible software
  • Microsoft Dynamics GP
  • Gemini Code Assist
  • Human resource management software HRMS
  • J
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft .NET Framework
  • Amazon Redshift
  • Symbolic debugger software
  • Microsoft Windows
  • Atlassian Confluence
  • Code munger software
  • Hewlett Packard HP-UX
  • SAP software
  • Selenium
  • Cursor AI
  • Google Antigravity
  • Workflow software
  • GitHub
  • List processing language LISP
  • National Instruments LabVIEW
  • Amazon Web Services AWS CloudFormation
  • Swift
  • Just-in-time compiler
  • Interpreter software
  • Perl
  • Eclipse IDE
  • Tableau
  • Microsoft Extensible Application Markup Language (XAML)
  • McAfee
  • Microsoft Visual Basic Scripting Edition VBScript
  • Veritas NetBackup
  • Adobe ActionScript
  • Atlassian Bamboo
  • Perplexity AI
  • Structured query language SQL
  • Partial class generator software
  • Microsoft Excel
  • Objective C
  • C
  • Progress Sonic ESB
  • A programming language APL
  • Microsoft ActiveX
  • jQuery
  • Microsoft SQL Server
  • Apache Hadoop
  • Citrix cloud computing software
  • Gambit Scheme
  • Oracle Hyperion
  • Microsoft Visual Basic for Applications VBA
  • Common Lisp Object System CLOS
  • Pascal
  • Transact-SQL
  • Apache Pig
  • Computer aided design and drafting CADD software
  • v0 by Vercel
  • PHP
  • ReCrystallize Crystal Reports
  • Microsoft Access
  • Programming language one PL/I
  • Ada
  • Adobe Photoshop
  • GitHub Copilot
  • Forth
  • Eiffel
  • Grok (xAI)
  • American National Standards Institute ANSI C
  • Tax software
  • Apache Hive
  • Restructured extended executor REXX
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft Visual Basic.NET
  • Virtual private networking VPN software
  • Microsoft SharePoint
  • Desktop computers
  • Mainframe operating systems
  • Serial port cards
  • Computer servers
  • Mainframe computers