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Automation Risk Analysis

Will “Applications Security Analyst” be Automated?

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AI Exposure Risk

63%

“Applications Security 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%

“Applications Security 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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles