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Automation Risk Analysis

Will “Systems Analyst” be Automated?

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AI Exposure Risk

63%

“Systems 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%

“Systems 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.

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

  • 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.

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles