Installation & Repair · SOC 49-9098
Helper roles are physical and hands-on; AI adds little value when the core work is physically assisting skilled tradespeople.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Advancing into a licensed trade specialty is the clearest protection; helper roles themselves are stable but offer limited long-term ceiling without upskilling.
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$51,680 median pay
$50,540 median pay
$52,080 median pay
$65,170 median pay
$60,640 median pay
$51,050 median pay
AI job-risk card
Helpers--Installation, Maintenance, and Repair Workers is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Helpers--Installation, Maintenance, and Repair Workers is 14/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
14 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Parts lookup and inventory tracking, Work order logging and documentation. Harder to automate: Physical installation of parts and equipment, Hands-on inspection and testing of machinery, Adjusting wiring and piping connections manually, Responding to on-site equipment behavior in real time.
Lean into Trade fundamentals (electrical, mechanical), Safety protocols, Tool operation and maintenance, Digital work order systems. Consider roles such as Journeyman electrician or mechanic or Maintenance technician or Facilities equipment operator.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.