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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

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

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

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

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

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

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

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

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

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

  • 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

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

Alternative Job Titles