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Automation Risk Analysis

Will “Security Analyst” be Automated?

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AI Exposure Risk

43%

“Security 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%

“Security 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.

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

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

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

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

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

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

  • Recover data or decrypt seized data.

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

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

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

  • Write technical summaries to report findings.

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

  • Preserve and maintain digital forensic evidence for analysis.

Technologies & Software

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