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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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

  • Recover data or decrypt seized data.

  • Write technical summaries to report findings.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Perform forensic investigations of operating or file systems.

Technologies & Software

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