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Automation Risk Analysis

Will “Operations Analyst” be Automated?

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AI Exposure Risk

43%

“Operations 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%

“Operations 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

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

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

  • Recover data or decrypt seized data.

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

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

  • Perform forensic investigations of operating or file systems.

  • Write technical summaries to report findings.

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

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

  • 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.

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

  • 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.

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

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

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

Technologies & Software

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