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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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Perform forensic investigations of operating or file systems.

  • Write technical summaries to report findings.

  • Recover data or decrypt seized data.

  • 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.

Technologies & Software

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