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Automation Risk Analysis

Will “Digital Computer Analyst” be Automated?

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AI Exposure Risk

43%

“Digital Computer 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 Computer 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

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

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

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

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

  • Recover data or decrypt seized data.

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

  • Write technical summaries to report findings.

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

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

  • Recommend 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.

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

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

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

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

  • Perform forensic investigations of operating or file systems.

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

Technologies & Software

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