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Automation Risk Analysis

Will “Security Control Assessor” be Automated?

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AI Exposure Risk

63%

“Security Control Assessor” 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%

“Security Control Assessor” 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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles