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Licensed Practical Nurse
Three components - Automation Resistance, Structural Moat, and Demand - add up to 75.
Direct replacement risk is very low, while AI help stays mostly in records and coordination. Medication routines, dressings, transfers, symptom changes, and handoff judgment remain in-person licensed care in facilities and homes during daily care.
observed AI exposure of 0% and modeled median job-loss risk of 0.77%. Both signals sit in the minimal range, while hands-on licensed care keeps direct replacement pressure very low.
helpful but bounded AI support. Medication-record support, vitals summaries, care-plan text, patient instructions, scheduling, and documentation tools can reduce friction, but they rarely change the worker's pay directly.
The structural moat is solid: licensed practical nurse work is licensed, physical, hard to robot-replace, and built on a practical-nursing credential. The practical-nursing exam and state license create the gate; RN supervision keeps the ceiling lower.
direct patient-care work. Federal physical-requirements data shows about a 50-pound median lift, and the role involves standing, transfers, dressings, medication routines, and infection exposure.
a real state license with a bounded scope. Licensed practical nurses complete practical-nursing training, pass the national exam, and hold a state license, but the pathway is not degree-gated like RN, advanced-practice nursing, or physician roles.
variable bedside and long-term-care work. Monitoring devices, care robots, and lift-assist tools can help, but they do not replace medication administration, wound care, symptom monitoring, or patient interaction.
The pathway follows the postsecondary practical-nursing path plus the national practical-nursing exam plus state practical-nurse licensure.
Demand combines a meaningful openings base with a narrower supervised-nursing lane; long-term care and home health matter more than hospital breadth. Reimbursement, delegation, setting mix, and wage ceilings decide how much demand reaches workers locally.
Federal projections show 651.4K licensed practical or vocational nurse jobs in 2024, 2.6% growth, and 54.4K annual openings. Annual openings are about 8.4% of the 2024 workforce.
The demand signal is real but bounded by RN supervision, nursing-facility budgets, and narrower scope than RN practice.
Demand stays resilient because bedside and long-term-care nursing tasks remain durable. Recent wage data does not add another pay concern.
The threshold is a state or federal reimbursement change, wage floor, or staffing rule that clearly lifts practical-nursing pay in nursing facilities and home health. Higher demand alone is not enough; the trigger is money reaching the worker. The proof is practical-nurse paychecks rising in nursing facilities and home health, not a larger reported shortage.
A commercial deployment that handles medication administration, wound-care support, patient transfers, and monitoring across normal skilled-nursing units would cross the threshold. Fall detection, reminders, or lift-assist devices alone would not be enough; skilled-nursing employers would need to reduce ordinary LPN staffing or assigned scope.
A sustained shift away from hospital practical-nursing positions, especially in higher-paying units, would cross the threshold. Long-term care and home health could still hire, but the occupation's wage ceiling and setting mix would weaken if that shift appears in routine postings and payrolls.