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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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles