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Automation Risk Analysis

Will “Fire Department Training Officer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #64 of 702. Estimated risk: 1.4%

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AI Exposure Risk

53%

“Fire Department Training Officer” will maybe 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Fire Department Training Officer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Training and Development Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design or conduct work-related training and development programs to improve individual skills or organizational performance. May analyze organizational training needs or evaluate training effectiveness.

Avg. Annual Salary $73,760
Avg. Hourly Wage $35.46
Available Jobs (US) 436,610
Job Title & Hierarchy Code (SOC) Training and Development Specialists #13-1151
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Training and Development Specialists”

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Core Skills & Abilities

  • Develop or implement training programs related to efficiency, recycling, or other issues with environmental impacts.

  • Design, plan, organize, or direct orientation and training programs for employees or customers.

  • Schedule classes based on availability of classrooms, equipment, or instructors.

  • Evaluate training materials prepared by instructors, such as outlines, text, or handouts.

  • Refer trainees to employer relations representatives, to locations offering job placement assistance, or to appropriate social services agencies, if warranted.

  • Assess training needs through surveys, interviews with employees, focus groups, or consultation with managers, instructors, or customer representatives.

  • Monitor, evaluate, or record training activities or program effectiveness.

  • Select and assign instructors to conduct training.

  • Offer specific training programs to help workers maintain or improve job skills.

  • Supervise, evaluate, or refer instructors to skill development classes.

  • Devise programs to develop executive potential among employees in lower-level positions.

  • Keep up with developments in area of expertise by reading current journals, books, or magazine articles.

  • Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.

  • Present information with a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.

  • Develop alternative training methods if expected improvements are not seen.

  • Monitor training costs and prepare budget reports to justify expenditures.

  • Coordinate recruitment and placement of training program participants.

  • Attend meetings or seminars to obtain information for use in training programs or to inform management of training program status.

  • Negotiate contracts with clients for desired training outcomes, fees, or expenses.

  • Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.

Technologies & Software

  • Adobe Presenter
  • Nova (Amazon)
  • Oracle Business Intelligence Enterprise Edition
  • Oracle WebLogic Server
  • Computer Generated Solutions Learning Management System
  • Llama (Meta)
  • Microsoft Office software
  • Gemini (Google)
  • Cobent Learning and Compliance Suite LCS
  • Google Meet
  • Upside Learning UpsideLMS
  • Learning management system LMS
  • G-Cube Solutions Wizdom Web LMS
  • Microsoft Outlook
  • TrainOnTrack Learning Management System LMS
  • Microsoft OneNote
  • Microsoft NetMeeting
  • Oracle Solaris
  • Django
  • Adobe Captivate
  • FileMaker Pro
  • HP Trim
  • Learn HQ Activate LMS
  • OnPoint Digital OnPoint Learning & Performance Suite
  • PHP
  • Xyleme Learning Content Management System LCMS
  • ChatGPT (OpenAI)
  • Beeline Learning Management System LMS
  • Mzinga On-Demand Learning Suite
  • Intelligent Information Conversion Technologies MeritScholar
  • Napkin AI
  • Adobe Photoshop
  • TrainCaster LMS
  • Hypertext markup language HTML
  • Brainshark Rapid Learning
  • Ikonami AT-Learning Tool
  • Microsoft Copilot
  • Human resource management software HRMS
  • Cisco Webex
  • Tableau AI
  • Advanced business application programming ABAP
  • SmugMug Flickr
  • Mistral (Mistral AI)
  • Adobe Dreamweaver
  • Blatant Media Absorb LMS
  • Zoom
  • Microsoft Visio
  • The Human Equation InSite LMS
  • Operitel LearnFlex
  • WeVideo
  • Microsoft Project
  • Web browser software
  • Oracle PeopleSoft
  • Inspired eLearning iLMS
  • Common Curriculum
  • Oracle PL/SQL
  • Oracle PeopleSoft Financials
  • Kimi (Moonshot AI)
  • SumTotal Systems ToolBook
  • Ziiva Prosperity LMS
  • Articulate Rapid E-Learning Studio
  • LogMeIn GoToMeeting
  • Kahoot!
  • IBM Notes
  • Blackbaud The Raiser's Edge
  • Citrix cloud computing software
  • Microsoft PowerPoint
  • RISC Virtual Training Assistant
  • IBM SPSS Statistics
  • Intelladon Enterprise Knowledge Platform EKP
  • Microsoft Access
  • Microsoft Excel
  • DeepSeek
  • Adobe After Effects
  • Planful AI
  • Apple Final Cut Pro
  • techniques.org knowledgeWorks LMS
  • SkillSoft SkillPort
  • FlexTraining Total e-Learning Solution
  • Grok (xAI)
  • DataRobot
  • PRO-ductivity Systems Compliance Training Manager Web
  • GeoMetrix Data Systems Training Partner
  • Adobe Acrobat
  • Moodle
  • Poll Everywhere
  • dominKnow Learning Center
  • Intellum Rollbook
  • Google Slides
  • Microsoft SharePoint
  • Interwoven software
  • Adobe ActionScript
  • Adobe InDesign
  • Google Sites
  • ElearningForce JoomlaLMS
  • Right Reason Technologies RightTrack
  • Epic Systems
  • Pathlore LMS
  • JavaScript
  • Microsoft Word
  • Apache Struts
  • Plateau Learning Management System LMS
  • Qwen (Alibaba)
  • Database software
  • Alteryx AI
  • Halogen eLMS
  • LogMeIn GoToWebinar
  • NetDimensions Enterprise Knowledge Platform EKP
  • Prezi
  • Claude (Anthropic)
  • Mentimeter
  • Alchemy Systems SISTEM
  • Drupal
  • Oracle Taleo
  • Screencast-O-Matic
  • Medworxx Learning Management System
  • Meta Business AI
  • SAP software
  • Eedo Knowledgeware Eedo Force Ten
  • Adobe Authorware
  • Microsoft Dynamics
  • Telania eLeaP Learning Management System LMS/LCMS
  • Blackboard software
  • MySQL
  • Gemini for Workspace
  • Backbone.js
  • Perplexity AI
  • Qarbon ViewletBuilder Professional
  • Adobe Creative Cloud software
  • Adobe Illustrator
  • Xerceo Learn
  • Microsoft Publisher
  • SumTotal Systems TotalLMS
  • EZ LCMS
  • ICS Learning Group Inquisiq EX
  • Google Drive
  • Desktop computers
  • Overhead display projectors
  • Laptop computers
  • Personal computers
  • Laser printers
  • Liquid crystal display LCD projectors

Alternative Job Titles