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Automation Risk Analysis

Will “Source Code Auditor” be Automated?

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AI Exposure Risk

63%

“Source Code Auditor” 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%

“Source Code Auditor” 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.

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

  • 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.

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

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

  • 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.

  • 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.

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

Technologies & Software

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  • Microsoft Excel
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  • IBM Notes
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  • Amazon CodeWhisperer
  • Scala
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  • Qualys Cloud Platform
  • End-to-end encryption software
  • Security incident management software
  • Perplexity AI
  • Microsoft Office software
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  • Microsoft SharePoint
  • Oracle JDBC
  • Palo Alto Networks Next-Generation Security Platform
  • ChatGPT (OpenAI)
  • MicroStrategy
  • Border Gateway Protocol BGP
  • Blink
  • HP Fortify
  • Computer forensic software
  • Integrity verification software
  • Guidance Software EnCase Forensic
  • Intrusion prevention system IPS
  • Honeypot
  • Apache Kafka
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  • GitHub Copilot
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  • Microsoft Windows
  • IpTables
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  • C++
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  • Apache Groovy
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  • Qlik Tech QlikView
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  • Integrated development environment IDE software
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  • Mistral (Mistral AI)
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  • LAMP Stack
  • Unified modeling language UML
  • Amazon DynamoDB
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  • Delphi Technology
  • Spring Framework
  • Oracle PL/SQL
  • Red Hat WildFly
  • Microsoft Active Server Pages ASP
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  • Microsoft Hyper-V Server
  • Apache Maven
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  • UNIX
  • Oracle Java
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  • Veritas NetBackup
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  • Microsoft Visual Basic for Applications VBA
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  • Advanced business application programming ABAP
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  • Apache Pig
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  • Apache Solr
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  • Automated installation software
  • Microsoft PowerPoint
  • AJAX
  • Security risk assessment software
  • Password management software
  • Amazon Redshift
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  • Job control language JCL
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  • Remote authentication dial-in user service RADIUS software
  • Patch and update management software
  • Sniffer Investigator
  • Google Angular
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  • The MathWorks MATLAB
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  • AccessData FTK
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  • MITRE ATT&CK software
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  • IBM Tivoli Access Management TAM
  • Ruby on Rails
  • GitHub
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  • DeepSeek
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  • Apache Ant
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  • JavaScript Object Notation JSON
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  • Ethereal
  • Tableau
  • Oracle Fusion Applications
  • MySQL
  • Network and system vulnerability assessment software
  • Microsoft Azure software
  • SAP software
  • Microsoft Project
  • Oracle PeopleSoft Financials
  • Microsoft Visual Studio
  • Atlassian JIRA
  • Metasploit
  • Objective C
  • Apache Hadoop
  • NoSQL
  • Trend Micro TippingPoint
  • Microsoft PowerShell
  • Microsoft Dynamics
  • Oracle Solaris
  • Shell script
  • Ruby
  • Go
  • Network, hardware, and software auditing software
  • License management software
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  • Firewall software
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  • Anti-Trojan software
  • Root kit detection software
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  • Active directory software
  • Gemini Code Assist
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  • Supervisory control and data acquisition SCADA software
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  • eMASS
  • Apache Hive
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  • Keystroke monitoring software
  • Splunk Enterprise
  • Python
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  • Swift
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  • Bash
  • JavaScript
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  • WinMerge
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Alternative Job Titles