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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

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

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

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

  • Recover data or decrypt seized data.

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

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

  • Write technical summaries to report findings.

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

  • Perform forensic investigations of operating or file systems.

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

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

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

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

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

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

Technologies & Software

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