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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

  • Write technical summaries to report findings.

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

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

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

  • Recover data or decrypt seized data.

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

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

  • 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.

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

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

Technologies & Software

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