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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

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

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

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

  • Write technical summaries to report findings.

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

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

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

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

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

  • Recover data or decrypt seized data.

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

Technologies & Software

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