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Automation Risk Analysis

Will “All-Source Analyst” be Automated?

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AI Exposure Risk

63%

“All-Source 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 63% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“All-Source 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 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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles