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Automation Risk Analysis

Will “Malware Analyst” be Automated?

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AI Exposure Risk

43%

“Malware 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%

“Malware 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

  • Preserve and maintain digital forensic evidence for analysis.

  • Recover data or decrypt seized data.

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

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

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

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

  • Write technical summaries to report findings.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

Technologies & Software

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