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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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles