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STRATUSWORKFORCE SCAN
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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.

648,410 people do this job in the US. $64,400 a year.

now
8%

of the working time. Estimate.

Kinds of work
  • 8%
  • 0%
  • 92%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 8% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 1%. With Claude Mythos Preview (early), measured in April 2026, 8%. Today's estimate: 8%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 1% within reacho3, April 2025: 5% within reachGPT-5, August 2025: 6% within reachGemini 3 Pro, November 2025: 7% within reachClaude Opus 4.5, November 2025: 7% within reachGPT-5.2, December 2025: 7% within reachClaude Opus 4.6, February 2026: 7% within reachClaude Mythos Preview (early), April 2026: 8% within reachToday (estimate), September 2026: 8% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 22 tasks from .

TaskKind
Supervise nurses' aides or assistants.Done daily by most who do it. 15%25 min13 min to 1.3 hStays with people
Work as part of a healthcare team to assess patient needs, plan and modify care, and implement interventions.Done daily by most who do it. 13%38 min17 min to 1.3 hStays with people
Provide basic patient care or treatments, such as taking temperatures or blood pressures, dressing wounds, treating bedsores, giving enemas or douches, rubbing with alcohol, massaging, or performing catheterizations.Done daily by most who do it. 8%21 min8 min to 50 minStays with people
Observe patients, charting and reporting changes in patients' conditions, such as adverse reactions to medication or treatment, and taking any necessary action.Done daily by most who do it. 7%17 min8 min to 38 minStays with people
Provide medical treatment or personal care to patients in private home settings, such as cooking, keeping rooms orderly, seeing that patients are comfortable and in good spirits, or instructing family members in simple nursing tasks.Done daily by most who do it.6%1.3 h25 min to 3.3 hStays with people
Help patients with bathing, dressing, maintaining personal hygiene, moving in bed, or standing and walking.Done daily by most who do it. 6%25 min13 min to 50 minStays with people
Administer prescribed medications or start intravenous fluids, noting times and amounts on patients' charts.Done daily by most who do it. 6%13 min4 min to 25 minStays with people
Evaluate nursing intervention outcomes, conferring with other healthcare team members as necessary.Done daily by most who do it. 5%17 min8 min to 38 min100%Half by now
Set up equipment and prepare medical treatment rooms.Done daily by most who do it.4%21 min8 min to 50 minStays with people
Assemble and use equipment, such as catheters, tracheotomy tubes, or oxygen suppliers.Done daily by most who do it. 4%17 min8 min to 33 minStays with people
Answer patients' calls and determine how to assist them.Done daily by most who do it. 4%7 min3 min to 17 minStays with people
Sterilize equipment and supplies, using germicides, sterilizer, or autoclave.Done daily by most who do it.4%25 min13 min to 50 minStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.