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Automation Risk Analysis

Will “Cyber Analyst” be Automated?

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AI Exposure Risk

43%

“Cyber 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%

“Cyber 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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

  • Recover data or decrypt seized data.

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

  • Write technical summaries to report findings.

  • 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.

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

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

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

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

Technologies & Software

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