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Automation Risk Analysis

Will “Malware Analyst” be Automated?

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AI Exposure Risk

60%

“Malware Analyst” 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%

“Malware Analyst” 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

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

  • Develop Web sites.

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

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

  • Train subordinates in programming and program coding.

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

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