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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

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

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

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

  • 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.

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

  • Preserve and maintain digital forensic evidence for analysis.

  • 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.

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

  • Recover data or decrypt seized data.

  • Write technical summaries to report findings.

Technologies & Software

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