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Federal data × LLM scoring

AI Career Stats

Diagnostic hub · SOC 29-2061.00

Will AI replace Licensed Practical and Licensed Vocational Nurses?

Care for ill, injured, or convalescing patients or persons with disabilities in hospitals, nursing homes, clinics, private homes, group homes, and similar institutions. May work under the supervision of a registered nurse. Licensing required.

Unlikely in the near term. Licensed Practical and Licensed Vocational Nurses scores 17/100, reflecting work that still depends on physical presence, regulated judgment, or hands-on craft that Generative AI cannot fully replace.

Highly automated tasks

0

Tasks scored ≥ 80% automatable

Safer human tasks

12

Physical or <30% automation probability

Digital weight

12%

Share of scored tasks labeled digital

What the 17 / 100 score means

The score is an importance-weighted average of automation probabilities across the top 15 O*NET tasks for SOC 29-2061.00. 0 tasks score at or above 80% automatable; 12 fall into the safer band (under 30% or labeled physical). Roughly 12% of scored tasks are primarily digital.

Official BLS data places median pay for this occupation family at $64,400. with projected employment change of +3.0% over the latest 10-year outlook window. Typical entry education: Postsecondary nondegree award.

Wage and growth context ($64,400, +3.0%) should be read alongside the AI score — not as a substitute for it.

Why this score

  • Overall automation risk is very low because the role fundamentally demands direct physical touch, tactile procedures, and regulated clinical safety monitoring that AI cannot execute.
  • Documentation and routine charting tasks represent the primary exposure to AI assistance, while hands-on care, medication administration, and emergency response remain exceptionally durable.
  • This quarter, workers should actively learn and adopt ambient voice-charting and automated intake logging tools implemented by their facilities to reduce time spent on screens.

Most exposed duties

None of the top 15 tasks currently clear the ≥80% automation threshold — exposure is more diffuse across mid-range probabilities.

More durable work

Work that still looks comparatively durable includes: “Observe patients, charting and reporting changes in patients' conditions, such as adverse reactions to medication or treatment, and taking any necessary action”; “Measure and record patients' vital signs, such as height, weight, temperature, blood pressure, pulse, or respiration”; “Administer prescribed medications or start intravenous fluids, noting times and amounts on patients' charts”. These are the skills to protect and advertise.

  • Observe patients, charting and reporting changes in patients' conditions, such as adverse reactions to medication or treatment, and taking any necessary action
  • Measure and record patients' vital signs, such as height, weight, temperature, blood pressure, pulse, or respiration
  • Administer prescribed medications or start intravenous fluids, noting times and amounts on patients' charts

Transition recommendation

LPNs and LVNs should focus on advancing their hands-on clinical credentials, such as wound care, IV therapy certification, or enrolling in LPN-to-RN bridge programs to deepen complex clinical decision-making. Developing competency in ambient clinical documentation systems and digital EHR copilots will allow them to offload routine paperwork and maximize patient-facing care time.

One lower-risk path that shares overlapping O*NET work activities is Veterinary Technologists and Technicians (AI risk 9, activity overlap 34%, median pay $47,380).

How we score Licensed Practical and Licensed Vocational Nurses

We pull Core O*NET task statements for Licensed Practical and Licensed Vocational Nurses, score each for Generative AI automation probability, weight by O*NET importance, and merge the result with BLS wages and employment projections on the SOC code. Full methodology, limitations, and prompt versioning are documented on the methodology page.

Full methodology & limitations · Open task breakdown

FAQ: Licensed Practical and Licensed Vocational Nurses and Generative AI

Why does Licensed Practical and Licensed Vocational Nurses score 17 / 100?

Overall automation risk is very low because the role fundamentally demands direct physical touch, tactile procedures, and regulated clinical safety monitoring that AI cannot execute. Documentation and routine charting tasks represent the primary exposure to AI assistance, while hands-on care, medication administration, and emergency response remain exceptionally durable. This quarter, workers should actively learn and adopt ambient voice-charting and automated intake logging tools implemented by their facilities to reduce time spent on screens.

Will AI replace Licensed Practical and Licensed Vocational Nurses?

Unlikely in the near term. Licensed Practical and Licensed Vocational Nurses scores 17/100, reflecting work that still depends on physical presence, regulated judgment, or hands-on craft that Generative AI cannot fully replace. This is a task-exposure index, not a guarantee that hiring stops.

What is the AI automation risk score for Licensed Practical and Licensed Vocational Nurses?

The score is an importance-weighted average of automation probabilities across the top 15 O*NET tasks for SOC 29-2061.00. 0 tasks score at or above 80% automatable; 12 fall into the safer band (under 30% or labeled physical). Roughly 12% of scored tasks are primarily digital.

Which Licensed Practical and Licensed Vocational Nurses tasks are most exposed to Generative AI?

None of the top 15 tasks currently clear the ≥80% automation threshold — exposure is more diffuse across mid-range probabilities.

Which Licensed Practical and Licensed Vocational Nurses tasks are safest from AI?

Work that still looks comparatively durable includes: “Observe patients, charting and reporting changes in patients' conditions, such as adverse reactions to medication or treatment, and taking any necessary action”; “Measure and record patients' vital signs, such as height, weight, temperature, blood pressure, pulse, or respiration”; “Administer prescribed medications or start intravenous fluids, noting times and amounts on patients' charts”. These are the skills to protect and advertise.

What does BLS project for Licensed Practical and Licensed Vocational Nurses employment and pay?

Official BLS data places median pay for this occupation family at $64,400. with projected employment change of +3.0% over the latest 10-year outlook window. Typical entry education: Postsecondary nondegree award. Wage and growth context ($64,400, +3.0%) should be read alongside the AI score — not as a substitute for it.

What should Licensed Practical and Licensed Vocational Nurses workers do next?

LPNs and LVNs should focus on advancing their hands-on clinical credentials, such as wound care, IV therapy certification, or enrolling in LPN-to-RN bridge programs to deepen complex clinical decision-making. Developing competency in ambient clinical documentation systems and digital EHR copilots will allow them to offload routine paperwork and maximize patient-facing care time.

How is this score calculated?

We pull Core O*NET task statements for Licensed Practical and Licensed Vocational Nurses, score each for Generative AI automation probability, weight by O*NET importance, and merge the result with BLS wages and employment projections on the SOC code. Full methodology, limitations, and prompt versioning are documented on the methodology page.

Lower-risk alternatives

One lower-risk path that shares overlapping O*NET work activities is Veterinary Technologists and Technicians (AI risk 9, activity overlap 34%, median pay $47,380).

Full matrix

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