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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

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles