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Automation Risk Analysis

Will “Information Technology Security Analyst (IT Security Analyst)” be Automated?

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AI Exposure Risk

43%

“Information Technology Security Analyst (IT Security Analyst)” will probably not 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Information Technology Security Analyst (IT Security Analyst)” will not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 1% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Digital Forensics Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct investigations on computer-based crimes establishing documentary or physical evidence, such as digital media and logs associated with cyber intrusion incidents. Analyze digital evidence and investigate computer security incidents to derive information in support of system and network vulnerability mitigation. Preserve and present computer-related evidence in support of criminal, fraud, counterintelligence, or law enforcement investigations.

Job Title & Hierarchy Code (SOC) Digital Forensics Analysts #15-1299.06
ℹ️

Data is based on the reference occupation: “Digital Forensics Analysts”

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Core Skills & Abilities

  • Duplicate digital evidence to use for data recovery and analysis procedures.

  • Create system images or capture network settings from information technology environments to preserve as evidence.

  • Perform file signature analysis to verify files on storage media or discover potential hidden files.

  • Conduct predictive or reactive analyses on security measures to support cyber security initiatives.

  • Maintain knowledge of laws, regulations, policies or other issuances pertaining to digital forensics or information privacy.

  • Recommend cyber defense software or hardware to support responses to cyber incidents.

  • Preserve and maintain digital forensic evidence for analysis.

  • Write technical summaries to report findings.

  • Develop policies or requirements for data collection, processing, or reporting.

  • Write and execute scripts to automate tasks, such as parsing large data files.

  • Perform web service network traffic analysis or waveform analysis to detect anomalies, such as unusual events or trends.

  • Write cyber defense recommendations, reports, or white papers using research or experience.

  • Recover data or decrypt seized data.

  • Adhere to legal policies and procedures related to handling digital media.

  • Develop plans for investigating alleged computer crimes, violations, or suspicious activity.

  • Analyze log files or other digital information to identify the perpetrators of network intrusions.

  • Write reports, sign affidavits, or give depositions for legal proceedings.

  • Perform forensic investigations of operating or file systems.

  • Identify or develop reverse-engineering tools to improve system capabilities or detect vulnerabilities.

  • Maintain cyber defense software or hardware to support responses to cyber incidents.

Technologies & Software

  • Snort
  • Linux
  • MITRE ATT&CK software
  • Microsoft Office software
  • Computer forensic software
  • Microsoft Windows Server
  • Security assertion markup language SAML
  • Web server software
  • Cursor AI
  • Microsoft PowerShell
  • Bash
  • Microsoft Defender Antivirus
  • Oracle Java
  • Portswigger BurP Suite
  • Kali Linux
  • Slack
  • Metasploit
  • Microsoft Access
  • Microsoft PowerPoint
  • Amazon CodeWhisperer
  • Microsoft Windows
  • Apple iOS
  • Devin (Cognition AI)
  • C#
  • Google Workspace software
  • Gemini Code Assist
  • Ansible software
  • Extensible markup language XML
  • AccessData FTK
  • Guidance Software EnCase Enterprise
  • Enterprise application integration EAI software
  • Single sign-on SSO
  • Splunk Enterprise
  • Go
  • Python
  • GitHub Copilot
  • Amazon Simple Storage Service S3
  • Hypertext markup language HTML
  • C++
  • JavaScript
  • v0 by Vercel
  • Ruby
  • Geographic information system GIS systems
  • Kubernetes
  • Network directory services software
  • Microsoft Excel
  • Platform as a service PaaS
  • Cisco Systems Cisco NetFlow Collection Engine
  • UNIX
  • Operating system software
  • Amazon Web Services AWS software
  • Wireshark
  • ServiceNow
  • Apple macOS
  • Microsoft Azure software
  • Perl
  • Border Gateway Protocol BGP
  • OpenVAS
  • PHP
  • Intrusion detection system IDS
  • Tabnine
  • IBM Terraform
  • Lovable.dev
  • Mistral AI (chat/models)
  • Codeium
  • Google Antigravity
  • IBM QRadar SIEM
  • Microsoft Active Directory
  • Graphical user interface GUI design software
  • C
  • Bolt.new
  • Perplexity AI
  • Claude (Anthropic)
  • R
  • Structured query language SQL
  • Management information systems MIS
  • System testing software
  • Firewall software
  • Tenable Nessus