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Automation Risk Analysis

Will “Cryptologist” be Automated?

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AI Exposure Risk

63%

“Cryptologist” 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 63% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Cryptologist” 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Information Security Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses.

Avg. Annual Salary $127,730
Avg. Hourly Wage $61.41
Available Jobs (US) 179,430
Job Title & Hierarchy Code (SOC) Information Security Analysts #15-1212
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Information Security Analysts”

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Core Skills & Abilities

  • Train users and promote security awareness to ensure system security and to improve server and network efficiency.

  • Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated.

  • Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.

  • Document computer security and emergency measures policies, procedures, and tests.

  • Modify computer security files to incorporate new software, correct errors, or change individual access status.

  • Monitor use of data files and regulate access to safeguard information in computer files.

  • Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.

  • Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.

  • Monitor current reports of computer viruses to determine when to update virus protection systems.

  • Coordinate implementation of computer system plan with establishment personnel and outside vendors.

  • Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.

Technologies & Software

  • Apache HTTP Server
  • Microsoft Exchange
  • Cisco Systems CiscoWorks
  • Kali Linux
  • Atlassian JIRA
  • The MathWorks MATLAB
  • Docker
  • Virus scanning software
  • End-to-end encryption software
  • Red Hat WildFly
  • Microsoft Active Directory
  • Google Sites
  • Tableau
  • Eclipse IDE
  • Intrusion prevention system IPS
  • Claude (Anthropic)
  • Git
  • Oracle JDBC
  • C++
  • Gemini Code Assist
  • ChatGPT (OpenAI)
  • Oracle Net Manager
  • IBM Notes
  • Ruby
  • Red Hat Enterprise Linux
  • Sniffer Investigator
  • Google Angular
  • AccessData FTK
  • Atlassian Confluence
  • NoSQL
  • Microsoft Visio
  • Microsoft PowerPoint
  • Microsoft Windows Server
  • JavaScript
  • Network directory services software
  • Keystroke monitoring software
  • Automated audit trail analysis software
  • Kimi (Moonshot AI)
  • Computer forensic software
  • C#
  • PostgreSQL
  • Oracle JD Edwards EnterpriseOne
  • Objective C
  • Enterprise JavaBeans
  • MySQL
  • Guidance Software EnCase Forensic
  • Python
  • Berkeley Internet Domain Name BIND
  • Selenium
  • Virtual private networking VPN software
  • MongoDB
  • HP Fortify
  • Shell script
  • Oracle Hyperion
  • Backup and archival software
  • Supervisory control and data acquisition SCADA software
  • System and data disaster recovery software
  • LexisNexis
  • 3M Post-it App
  • Ruby on Rails
  • Snort
  • AJAX
  • Oracle Business Intelligence Enterprise Edition
  • Oracle JavaServer Pages JSP
  • SAS
  • Micro Focus OpenView
  • Google Antigravity
  • Anti-spyware software
  • C
  • KornShell
  • Hypertext markup language HTML
  • Symantec Endpoint Protection
  • Oracle Fusion Applications
  • Microsoft SQL Server Reporting Services SSRS
  • Apache Pig
  • Apache Struts
  • Citrix cloud computing software
  • Voice over internet protocol VoIP system software
  • Microsoft Active Server Pages ASP
  • Amazon Redshift
  • Secure shell SSH software
  • Quest BigBrother
  • Apache Groovy
  • Network and system vulnerability assessment software
  • Nagios
  • Apache Cassandra
  • Apache Hive
  • Apache Subversion SVN
  • Imperva SecureSphere
  • Puppet
  • Amazon Web Services AWS software
  • Microsoft Access
  • Integrity verification software
  • GitHub
  • McAfee VirusScan
  • Red Hat OpenShift
  • Palo Alto Networks Next-Generation Security Platform
  • Apache Hadoop
  • Oracle Database
  • Mistral (Mistral AI)
  • Oracle WebLogic Server
  • Perplexity AI
  • Job control language JCL
  • IBM Tivoli Access Management TAM
  • Apache Maven
  • Spring Framework
  • Secure internet filtering software
  • Oracle Java
  • Veritas NetBackup
  • Oracle PL/SQL
  • Security risk assessment software
  • Network security auditing software
  • Node.js
  • Diameter
  • Apple macOS
  • Portswigger BurP Suite
  • Automated installation software
  • Qwen (Alibaba)
  • Teradata Database
  • IpTables
  • Gemini (Google)
  • Human resource management software HRMS
  • Tabnine
  • System testing software
  • Apache Spark
  • Password cracker software
  • National Instruments LabVIEW
  • Link encryption software
  • Program checksumming software
  • ArcSight Enterprise Threat and Risk Management
  • Bash
  • Salesforce software
  • MicroStrategy
  • Oracle PeopleSoft
  • Oracle E-Business Suite Financials
  • Integrated development environment IDE software
  • Splunk Enterprise
  • Ansible software
  • HP WebInspect
  • Grok (xAI)
  • Perforce Helix software
  • Microsoft Project
  • Tcpdump
  • Websense Data Loss Prevention
  • WinMerge
  • GitHub Copilot
  • Lovable.dev
  • eMASS
  • Cryptographic key management software
  • NortonLifeLock cybersecurity software
  • Customer information control system CICS
  • Conformance and validation testing software
  • Check Point Next Generation Secure Web Gateway
  • Network, hardware, and software auditing software
  • IBM QRadar SIEM
  • Adobe ActionScript
  • Extensible hypertext markup language XHTML
  • LAMP Stack
  • SAP software
  • Microsoft ASP.NET
  • Oracle Solaris
  • Microsoft Teams
  • IBM WebSphere
  • Go
  • Cursor AI
  • Oracle Fusion Middleware
  • Microsoft Word
  • MITRE ATT&CK software
  • v0 by Vercel
  • Stack smashing protection SSP software
  • Border Gateway Protocol BGP
  • UNIX Shell
  • Anti-phishing software
  • Apache Solr
  • DeepSeek
  • Perl
  • Relational database management software
  • Amazon Simple Storage Service S3
  • Domain name system DNS
  • Oracle PeopleSoft Financials
  • Microsoft Visual Studio
  • Microsoft .NET Framework
  • Network intrusion prevention systems NIPS
  • Scala
  • Honeypot
  • Penetration testing software
  • Amazon DynamoDB
  • Linux
  • Metasploit
  • Microsoft SharePoint
  • Microsoft Windows
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft SQL Server Integration Services SSIS
  • ESRI ArcGIS software
  • Epic Systems
  • Structured query language SQL
  • Nova (Amazon)
  • Django
  • Apache Ant
  • Root kit detection software
  • Wireshark
  • UNIX
  • Active directory software
  • Trend Micro TippingPoint
  • Remote authentication dial-in user service RADIUS software
  • Rapid7 Nexpose
  • Llama (Meta)
  • Extensible markup language XML
  • Symantec Blue Coat Data Loss Prevention
  • Qualys Cloud Platform
  • Apache Kafka
  • Ubuntu
  • Amazon Elastic Compute Cloud EC2
  • IBM Tivoli Identity Management TIM
  • Microsoft SQL Server
  • Codeium
  • Microsoft Excel
  • Intrusion detection system IDS
  • SAP Crystal Reports
  • Norton AntiVirus
  • Elasticsearch
  • Qlik Tech QlikView
  • License management software
  • Unified modeling language UML
  • Access management software
  • VMware
  • Microsoft PowerShell
  • Apache Tomcat
  • Amazon Web Services AWS CloudFormation
  • Geographic information system GIS software
  • Blackboard software
  • Chef
  • Security incident management software
  • Bolt.new
  • Juniper Networks NetScreen-Security Manager
  • Drupal
  • IBM Domino
  • IBM Cognos Impromptu
  • Ethereal
  • Delphi Technology
  • Tenable Nessus
  • IBM Power Systems software
  • Firewall software
  • Devin (Cognition AI)
  • JavaScript Object Notation JSON
  • Microsoft Hyper-V Server
  • Anti-Trojan software
  • Smart card management software
  • Ping Identity
  • Microsoft Dynamics
  • Amazon CodeWhisperer
  • PHP
  • Mistral AI (chat/models)
  • Atlassian Bamboo
  • Patch and update management software
  • Microsoft Office software
  • ISS RealSecure
  • Operating system software
  • Microsoft Azure software
  • Common business oriented language COBOL
  • Advanced business application programming ABAP
  • IpFilter
  • Microsoft Visual Basic for Applications VBA
  • Blink
  • Password management software
  • Automated media tracking software
  • Swift
  • Microsoft Visual Basic
  • McAfee
  • Hewlett Packard HP-UX
  • Mainframe computers
  • Desktop computers
  • Local area network LAN analyzers
  • Network analyzers
  • Notebook computers
  • Protocol analyzers

Alternative Job Titles