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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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

  • Write technical summaries to report findings.

  • Recover data or decrypt seized data.

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

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

  • 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.

  • Perform forensic investigations of operating or file systems.

  • 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.

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

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

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

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

Technologies & Software

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