These careers appear especially likely to benefit from AI tools that increase productivity
without fully replacing the highest-value work.
AI Leverage: 7.43/10
Human Value: 8.43/10
Automation Risk: 3.43/10
Why this ranking?
More likely automated:
Reviewing Aircrew Medical History Records
Interpreting Aeromedical Research and Clinical Evidence
Still requires human judgment:
Astronaut Health Monitoring During Spaceflight
Counseling Pilots on Medical Disqualification Decisions
AI Leverage: 7.4/10
Human Value: 8.4/10
Automation Risk: 5.5/10
Why this ranking?
More likely automated:
Review scientific literature
Prepare and monitor lab protocols
Still requires human judgment:
Run human or animal physiology studies
Interpret functional data
AI Leverage: 7.22/10
Human Value: 9.11/10
Automation Risk: 5.0/10
Why this ranking?
More likely automated:
Analyze health surveillance data
Prepare reports and presentations
Still requires human judgment:
Interpret findings for policy and response
Coordinate investigations with partners
AI Leverage: 7.0/10
Human Value: 9.1/10
Automation Risk: 4.2/10
Why this ranking?
More likely automated:
Maintain imaging and monitoring equipment
Document results for physician review
Still requires human judgment:
Perform cardiovascular diagnostic tests
Prepare patients for procedures
AI Leverage: 6.86/10
Human Value: 7.0/10
Automation Risk: 4.86/10
Why this ranking?
More likely automated:
Interpreting gait analysis sensor data
Analyzing patient movement patterns via video
Still requires human judgment:
Providing motivational coaching during therapeutic sessions
Conducting musculoskeletal strength and flexibility assessments
AI Leverage: 6.6/10
Human Value: 9.2/10
Automation Risk: 4.8/10
Why this ranking?
More likely automated:
Document care activities accurately
Take and record basic vital signs
Still requires human judgment:
Assist patients with daily living activities
Observe and report patient condition changes
AI Leverage: 6.5/10
Human Value: 9.1/10
Automation Risk: 4.2/10
Why this ranking?
More likely automated:
Document clinical findings
Conduct hearing evaluations
Still requires human judgment:
Fit and program hearing devices
Counsel patients on treatment plans
AI Leverage: 6.4/10
Human Value: 9.8/10
Automation Risk: 4.0/10
Why this ranking?
More likely automated:
Document treatment response
Administer respiratory treatments
Still requires human judgment:
Administer respiratory treatments
Monitor ventilator support
AI Leverage: 6.2/10
Human Value: 9.4/10
Automation Risk: 3.6/10
Why this ranking?
More likely automated:
Manage Budgets and Vendors
Manage Regulatory Compliance
Still requires human judgment:
Oversee Resident Care Operations
Supervise Staff Performance
AI Leverage: 6.0/10
Human Value: 9.6/10
Automation Risk: 3.2/10
Why this ranking?
More likely automated:
Document Clinical Progress
Evaluate Communication Disorders
Still requires human judgment:
Evaluate Communication Disorders
Design Therapy Plans
AI Leverage: 6.0/10
Human Value: 9.5/10
Automation Risk: 3.6/10
Why this ranking?
More likely automated:
Maintain medical records and compliance
Maintain Medical Records
Still requires human judgment:
Examine animals and diagnose conditions
Perform medical or surgical treatments
AI Leverage: 6.0/10
Human Value: 9.67/10
Automation Risk: 3.78/10
Why this ranking?
More likely automated:
Document nutrition care plans
Assess nutrition needs
Still requires human judgment:
Assess nutrition needs
Develop meal and intervention plans
AI Leverage: 6.0/10
Human Value: 9.2/10
Automation Risk: 4.0/10
Why this ranking?
More likely automated:
Track Treatment Progress
Document Clinical Services
Still requires human judgment:
Assess Client Behavior Patterns
Design Intervention Plans
AI Leverage: 6.0/10
Human Value: 9.53/10
Automation Risk: 3.47/10
Why this ranking?
More likely automated:
Document clinical progress
Document clinical progress and recommendations
Still requires human judgment:
Conduct developmental assessments
Provide therapy sessions
AI Leverage: 5.93/10
Human Value: 9.43/10
Automation Risk: 3.43/10
Why this ranking?
More likely automated:
Document patient progress
Manage records and clinic operations
Still requires human judgment:
Assess musculoskeletal conditions
Develop treatment plans
AI Leverage: 5.8/10
Human Value: 9.4/10
Automation Risk: 4.3/10
Why this ranking?
More likely automated:
Take dental images and records
Prepare treatment areas and instruments
Still requires human judgment:
Perform preventive cleanings
Educate patients on oral care
AI Leverage: 5.75/10
Human Value: 9.88/10
Automation Risk: 3.63/10
Why this ranking?
More likely automated:
Review radiographs and test results
Perform restorative procedures
Still requires human judgment:
Examine patients and diagnose issues
Perform restorative procedures
AI Leverage: 5.7/10
Human Value: 9.6/10
Automation Risk: 3.7/10
Why this ranking?
More likely automated:
Track athlete performance data
Monitor Athlete Performance
Still requires human judgment:
Design training programs
Coach technique during workouts
AI Leverage: 5.6/10
Human Value: 9.6/10
Automation Risk: 3.1/10
Why this ranking?
More likely automated:
Document procedures and outcomes
Document Clinical Decisions
Still requires human judgment:
Evaluate surgical candidates
Perform surgical operations
AI Leverage: 5.6/10
Human Value: 9.4/10
Automation Risk: 4.4/10
Why this ranking?
More likely automated:
Document interventions and compliance records
Manage pharmacy operations and inventory
Still requires human judgment:
Review prescriptions for accuracy and safety
Dispense medications and counsel patients
AI Leverage: 5.6/10
Human Value: 9.0/10
Automation Risk: 4.6/10
Why this ranking?
More likely automated:
Maintain test records
Perform EKG tests
Still requires human judgment:
Prepare patients for procedures
Monitor cardiac rhythms
AI Leverage: 5.6/10
Human Value: 9.4/10
Automation Risk: 3.6/10
Why this ranking?
More likely automated:
Document Clinical and Device Changes
Fit Prosthetic Components
Still requires human judgment:
Assess Patient Fit Needs
Train Patients on Device Use
AI Leverage: 5.5/10
Human Value: 9.7/10
Automation Risk: 3.4/10
Why this ranking?
More likely automated:
Interpret pathology and lab results
Document treatment progress
Still requires human judgment:
Diagnose skin hair and nail conditions
Perform office procedures
AI Leverage: 5.5/10
Human Value: 9.3/10
Automation Risk: 4.2/10
Why this ranking?
More likely automated:
Document patient care and handoff
Prepare ambulances and equipment
Still requires human judgment:
Respond to emergency calls
Stabilize and transport patients
AI Leverage: 5.3/10
Human Value: 9.8/10
Automation Risk: 3.3/10
Why this ranking?
More likely automated:
Document care and patient education
Interpret imaging and test results
Still requires human judgment:
Assess foot and ankle conditions
Perform treatments and minor procedures