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Automation Risk Analysis

Will “Incident Responder” be Automated?

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AI Exposure Risk

43%

“Incident Responder” 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%

“Incident Responder” 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

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

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

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

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

  • Recover data or decrypt seized data.

  • 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.

  • Write technical summaries to report findings.

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

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

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

  • Preserve and maintain digital forensic evidence for analysis.

Technologies & Software

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