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Automation Risk Analysis

Will “IT Analyst (Information Technology Analyst)” be Automated?

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AI Exposure Risk

43%

“IT Analyst (Information Technology 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%

“IT Analyst (Information Technology 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

  • 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.

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

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

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

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

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

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

  • 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.

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

  • Recover data or decrypt seized data.

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

  • Perform forensic investigations of operating or file systems.

  • Write technical summaries to report findings.

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

Technologies & Software

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