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Automation Risk Analysis

Will “Exploitation Analyst” be Automated?

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AI Exposure Risk

63%

“Exploitation 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%

“Exploitation 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.

  • 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.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles