Takeover Tracker
24%low risk

Nursing Assistants

Provide basic patient care under direction of nursing staff. Perform duties such as feed, bathe, dress, groom, or move patients, or change linens. May transfer or transport patients. Includes nursing care attendants, nursing aides, and nursing attendants.

Higher risk than 15% of occupations
Checking for existing plan...

How AI Impacts Each Task

33 tasks analyzed

Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.

Risk: 35.0%AI: 50EstimatedTime: 3%

Turn or reposition bedridden patients.

Risk: 9.0%AI: 0EstimatedTime: 2%

Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.

Risk: 9.0%AI: 0EstimatedTime: 4%

Review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.

Risk: 70.0%AI: 52.08ObservedTime: 1%

Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.

Risk: 77.2%AI: 70EstimatedTime: 2%

Gather information from caregivers, nurses, or physicians about patient condition, treatment plans, or appropriate activities.

Risk: 35.0%AI: 50EstimatedTime: 2%

Record vital signs, such as temperature, blood pressure, pulse, or respiration rate, as directed by medical or nursing staff.

Risk: 85.2%AI: 90EstimatedTime: 2%

Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.

Risk: 52.2%AI: 63.1ObservedTime: 2%

Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.

Risk: 85.2%AI: 90EstimatedTime: 2%

Exercise patients who are comatose, paralyzed, or have restricted mobility.

Risk: 9.0%AI: 0EstimatedTime: 1%

Remind patients to take medications or nutritional supplements.

Risk: 47.0%AI: 80EstimatedTime: 1%

Supply, collect, or empty bedpans.

Risk: 35.0%AI: 5EstimatedTime: 2%

Feed patients or assist patients to eat or drink.

Risk: 9.0%AI: 0EstimatedTime: 3%

Undress, wash, and dress patients who are unable to do so for themselves.

Risk: 9.0%AI: 0EstimatedTime: 3%

Communicate with patients to ascertain feelings or need for assistance or social and emotional support.

Risk: 27.0%AI: 30EstimatedTime: 3%

Lift or assist others to lift patients to move them on or off beds, examination tables, surgical tables, or stretchers.

Risk: 9.0%AI: 0EstimatedTime: 2%

Prepare or serve food trays.

Risk: 49.0%AI: 40EstimatedTime: 2%

Wash, groom, shave, or drape patients to prepare them for surgery, treatment, or examination.

Risk: 9.0%AI: 0EstimatedTime: 2%

Clean and sanitize patient rooms, bathrooms, examination rooms, or other patient areas.

Risk: 49.0%AI: 40EstimatedTime: 2%

Record height or weight of patients.

Risk: 85.2%AI: 90EstimatedTime: 1%

Assist nurses or physicians in the operation of medical equipment or provision of patient care.

Risk: 13.0%AI: 10EstimatedTime: 2%

Collect specimens, such as urine, feces, or sputum.

Risk: 35.0%AI: 5EstimatedTime: 1%

Apply clean dressings, slings, stockings, or support bandages, under direction of nurse or physician.

Risk: 9.0%AI: 0EstimatedTime: 2%

Change bed linens or make beds.

Risk: 37.0%AI: 10EstimatedTime: 2%

Restock patient rooms with personal hygiene items, such as towels, washcloths, soap, or toilet paper.

Risk: 45.0%AI: 30EstimatedTime: 2%

Administer medications or treatments, such as catheterizations, suppositories, irrigations, enemas, massages, or douches, as directed by a physician or nurse.

Risk: 9.0%AI: 0EstimatedTime: 1%

Position or hold patients in position for surgical preparation.

Risk: 9.0%AI: 0EstimatedTime: 1%

Transport patients to treatment units, testing units, operating rooms, or other areas, using wheelchairs, stretchers, or moveable beds.

Risk: 41.0%AI: 20EstimatedTime: 2%

Provide information such as directions, visiting hours, or patient status information to visitors or callers.

Risk: 33.3%AI: 45.75ObservedTime: 1%

Transport specimens, laboratory items, or pharmacy items, ensuring proper documentation and delivery to authorized personnel.

Risk: 65.0%AI: 80EstimatedTime: 1%

Set up treating or testing equipment, such as oxygen tents, portable radiograph (x-ray) equipment, or overhead irrigation bottles, as directed by a physician or nurse.

Risk: 13.0%AI: 10EstimatedTime: 17%

Explain medical instructions to patients or family members.

Risk: 39.0%AI: 60.08ObservedTime: 22%

Stock or issue medical supplies, such as dressing packs or treatment trays.

Risk: 61.0%AI: 70EstimatedTime: 10%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Nursing Assistants skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courserabeginner

Customer Service Fundamentals

by Knowledge Accelerators

12 hours$49/mo4.5Certificate
Strengthens resilience: Service Orientation

Estimated Impact

-3.9pt risk

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

-3.5

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School7%
High School Diploma60%
Some College25%
Post-Secondary Certificate8%

Prior Experience Needed

Work experience required to enter this job

None28%
Up to 1 month2%
1-3 months34%
3-6 months10%
6 months - 1 year24%
1-2 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None17%
Up to 1 month50%
1-3 months18%
3-6 months5%
6 months - 1 year2%
1-2 years4%
4-6 years4%

Related News

Recent articles about AI affecting this occupation

5 articles

UChicago Medicine Deploys AI Smart Platform Across 1,800 Hospital Rooms

UChicago Medicine is installing AI-powered monitoring devices across 1,800 rooms, including operating and post-anesthesia units. This massive automation rollout will fundamentally change how nurses and hospital staff monitor patients.

Fierce Healthcare3d ago

Caregiving gaps drive adoption of home automation and AI for older adults

A severe shortage of human caregivers is accelerating the deployment of automated home technologies for the elderly. These tools are stepping in to perform monitoring and assistance tasks traditionally handled by healthcare workers.

NYT TechnologyApr 22

Social Robots Enter Care Homes, Augmenting Elder Care Staff

A German care facility is testing "Emma," a social robot designed to entertain and interact with elderly residents. While prone to glitches, these early deployments highlight how automation is stepping in to supplement overstretched nursing staff.

The Guardian AIApr 22

Computer Vision Enters Hospitals to Automate Patient Monitoring

Hospitals are deploying smart room technology to continuously monitor patients, automating routine observation tasks traditionally handled by nursing staff.

MobiHealthNewsApr 21

AI Healthcare Apps Lobby to Deregulate Nursing into Gig Work

Billion-dollar tech platforms are aggressively pushing to turn nursing into a gig economy model using AI-driven management. A new report warns this algorithmic shift comes at the direct expense of healthcare workers' rights, pay, and traditional employment protections.

The Guardian AIApr 21

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis