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Automation Risk Analysis

Will “Incident Response Analyst” be Automated?

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AI Exposure Risk

43%

“Incident Response Analyst” 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 Response Analyst” 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 reports, sign affidavits, or give depositions for legal proceedings.

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

  • Recover data or decrypt seized data.

  • Recommend 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.

  • 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.

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

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

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

  • Write technical summaries to report findings.

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

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

  • 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.

  • Preserve and maintain digital forensic evidence for analysis.

  • Perform forensic investigations of operating or file systems.

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

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

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

Technologies & Software

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