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Automation Risk Analysis

Will “Threat Researcher” be Automated?

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AI Exposure Risk

43%

“Threat Researcher” 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 Researcher” 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

  • Perform forensic investigations of operating or file systems.

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

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

  • 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.

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

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

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

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

  • Recover data or decrypt seized data.

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

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

  • 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 technical summaries to report findings.

Technologies & Software

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