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Automation Risk Analysis

Will “Digital Media Analyst” be Automated?

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AI Exposure Risk

43%

“Digital Media 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 Media 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

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

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

  • 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.

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

  • Recover data or decrypt seized data.

  • 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.

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

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

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

Technologies & Software

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