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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

  • 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.

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

  • Write technical summaries to report findings.

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

  • Recover data or decrypt seized data.

  • 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.

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

  • Perform forensic investigations of operating or file systems.

  • 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.

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

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

Technologies & Software

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