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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Radio Frequency Identification Device Specialists?

Transitioning

Baseline AI displacement risk for Radio Frequency Identification Device Specialists, aggregated from 6 research sources.

What this score means

Radio Frequency Identification Device Specialists sits in the middle of the exposure range for Engineering. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 44 out of 100 it scores 8 points above the Engineering average of 36. Across the 6 sources behind this baseline, individual estimates run from 36 to 53, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Radio Frequency Identification Device Specialists, most central first, showing 12 of 21.

  • 01Identify operational requirements for new systems to inform selection of technological solutions.
  • 02Integrate tags, readers, or software in radio frequency identification device (RFID) designs.
  • 03Perform systems analysis or programming of radio frequency identification device (RFID) technology.
  • 04Test radio frequency identification device (RFID) software to ensure proper functioning.
  • 05Select appropriate radio frequency identification device (RFID) tags and determine placement locations.
  • 06Perform site analyses to determine system configurations, processes to be impacted, or on-site obstacles to technology implementation.
  • 07Perform acceptance testing on newly installed or updated systems.
  • 08Determine means of integrating radio frequency identification device (RFID) into other applications.
  • 09Provide technical support for radio frequency identification device (RFID) technology.
  • 10Collect data about existing client hardware, software, networking, or key business processes to inform implementation of radio frequency identification device (RFID) technology.
  • 11Install, test, or maintain radio frequency identification device (RFID) systems.
  • 12Test tags or labels to ensure readability.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 6 research sources that scored Radio Frequency Identification Device Specialists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Radio Frequency Identification Device Specialists?
Published research puts Radio Frequency Identification Device Specialists at 44 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Radio Frequency Identification Device Specialists?
Broadly, yes. Individual estimates for Radio Frequency Identification Device Specialists run from 36 to 53 out of 100 across the 6 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
Which engineering roles face similar AI exposure?
The closest published engineering roles to Radio Frequency Identification Device Specialists by score are Bioengineers and Biomedical Engineers (44/100), Civil Engineering Technologists and Technicians (44/100), and Electronics Engineers, Except Computer (44/100). Each has its own page with the research behind its number.

Also covers

Cardiac Device Specialist · DSP Engineer (Digital Signal Processing Engineer) · Deployment Engineer · Device Test Engineer · Electro Magnetic Compatibility Test Engineer · RF Design Engineer (Radio Frequency Design Engineer) · RF Engineer (Radio Frequency Engineer) · RF Systems Engineer (Radio Frequency Systems Engineer) and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.