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Automation Risk Analysis

Will “Threat Analyst” be Automated?

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AI Exposure Risk

43%

“Threat 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%

“Threat 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

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

  • Perform forensic investigations of operating or file systems.

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

  • Recover data or decrypt seized data.

  • 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.

  • 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.

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

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

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

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

  • 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.

  • Write technical summaries to report findings.

Technologies & Software

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