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Automation Risk Analysis

Will “Digital Analyst” be Automated?

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AI Exposure Risk

43%

“Digital 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%

“Digital 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

  • 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.

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

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

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

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

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

  • 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.

  • Preserve and maintain digital forensic evidence for analysis.

  • Write technical summaries to report findings.

  • Recover data or decrypt seized data.

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

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

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

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

Technologies & Software

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