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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

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

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

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

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

  • Write technical summaries to report findings.

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

  • 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.

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

  • Recover data or decrypt seized data.

  • Maintain 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.

Technologies & Software

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