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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

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

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

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

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

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

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

  • Develop Web sites.

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

  • Train subordinates in programming and program coding.

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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