These careers combine strong human value with relatively lower automation risk.
Human Value: 10.0/10
Automation Risk: 3.0/10
AI Leverage: 5.0/10
Why this ranking?
More likely automated:
Assess Animal Behavior
Teach Behavioral Cues
Still requires human judgment:
Assess Animal Behavior
Teach Behavioral Cues
Human Value: 9.6/10
Automation Risk: 3.0/10
AI Leverage: 4.0/10
Why this ranking?
More likely automated:
Document training progress
Condition horses for performance
Still requires human judgment:
Condition horses for performance
Assess horse behavior
Human Value: 9.6/10
Automation Risk: 3.6/10
AI Leverage: 4.6/10
Why this ranking?
More likely automated:
Document dive conditions
Conduct safety checks
Still requires human judgment:
Inspect underwater structures
Perform underwater repairs
Human Value: 9.6/10
Automation Risk: 3.8/10
AI Leverage: 4.8/10
Why this ranking?
More likely automated:
Manage maintenance budgets and supplies
Oversee turf maintenance programs
Still requires human judgment:
Oversee turf maintenance programs
Supervise grounds crews
Human Value: 9.44/10
Automation Risk: 4.22/10
AI Leverage: 5.78/10
Why this ranking?
More likely automated:
Read blueprints and specifications
Interpret blueprints and codes
Still requires human judgment:
Install electrical wiring and components
Troubleshoot electrical faults
Human Value: 9.4/10
Automation Risk: 3.8/10
AI Leverage: 4.8/10
Why this ranking?
More likely automated:
Perform operational checks and logs
Monitor reactor systems and controls
Still requires human judgment:
Monitor reactor systems and controls
Adjust operating parameters
Human Value: 9.4/10
Automation Risk: 3.8/10
AI Leverage: 4.8/10
Why this ranking?
More likely automated:
Complete logs and compliance records
Monitor control systems and outputs
Still requires human judgment:
Monitor control systems and outputs
Adjust plant equipment for demand
Human Value: 9.4/10
Automation Risk: 4.3/10
AI Leverage: 5.7/10
Why this ranking?
More likely automated:
Prepare estimates and service documentation
Read codes and building plans
Still requires human judgment:
Install water and drainage systems
Diagnose leaks and flow problems
Human Value: 9.2/10
Automation Risk: 3.6/10
AI Leverage: 4.6/10
Why this ranking?
More likely automated:
Maintain service and compliance records
Test mechanical function and accuracy
Still requires human judgment:
Inspect and diagnose firearm issues
Repair or replace components
Human Value: 9.2/10
Automation Risk: 3.8/10
AI Leverage: 5.8/10
Why this ranking?
More likely automated:
Document underwater conditions and findings
Set up diving support systems
Still requires human judgment:
Perform underwater inspections and repairs
Follow strict dive safety procedures
Human Value: 9.2/10
Automation Risk: 4.0/10
AI Leverage: 5.0/10
Why this ranking?
More likely automated:
Maintain grounds equipment
Mow and maintain greens
Still requires human judgment:
Mow and maintain greens
Prepare course areas for play
Human Value: 9.2/10
Automation Risk: 4.4/10
AI Leverage: 5.4/10
Why this ranking?
More likely automated:
Perform preventive maintenance
Document work orders and recommendations
Still requires human judgment:
Inspect and service HVAC equipment
Troubleshoot system malfunctions
Human Value: 9.2/10
Automation Risk: 4.6/10
AI Leverage: 5.6/10
Why this ranking?
More likely automated:
Read technical drawings
Inspect finished parts
Still requires human judgment:
Cut and shape materials
Assemble fabricated components
Human Value: 9.1/10
Automation Risk: 4.1/10
AI Leverage: 5.6/10
Why this ranking?
More likely automated:
Prepare surfaces and materials
Maintain tools and jobsite cleanliness
Still requires human judgment:
Mix and apply plaster compounds
Repair damaged decorative finishes
Human Value: 9.0/10
Automation Risk: 4.21/10
AI Leverage: 6.21/10
Why this ranking?
More likely automated:
Measure and cut building materials
Interpret blueprints and site conditions
Still requires human judgment:
Coordinate with other trades on site
Measure cut and assemble building materials
Human Value: 9.0/10
Automation Risk: 5.0/10
AI Leverage: 6.0/10
Why this ranking?
More likely automated:
Document maintenance activities
Assemble electromechanical systems
Still requires human judgment:
Troubleshoot machine issues
Assemble electromechanical systems
Human Value: 8.8/10
Automation Risk: 4.4/10
AI Leverage: 5.4/10
Why this ranking?
More likely automated:
Cut and program replacement keys
Rekey locks and cylinders
Still requires human judgment:
Respond to lockout service calls
Install locks and access hardware
Human Value: 8.6/10
Automation Risk: 4.2/10
AI Leverage: 6.4/10
Why this ranking?
More likely automated:
Document Maintenance Actions
Inspect Aircraft Systems
Still requires human judgment:
Inspect Aircraft Systems
Diagnose Mechanical Problems
Human Value: 8.6/10
Automation Risk: 4.3/10
AI Leverage: 6.2/10
Why this ranking?
More likely automated:
Prepare mortar and work surfaces
Read masonry drawings and measurements
Still requires human judgment:
Lay brick block or stone materials
Repair damaged masonry sections
Human Value: 8.4/10
Automation Risk: 4.2/10
AI Leverage: 6.2/10
Why this ranking?
More likely automated:
Test Equipment Performance
Maintain Service Records
Still requires human judgment:
Diagnose Appliance Problems
Repair or Replace Components
Human Value: 8.4/10
Automation Risk: 4.2/10
AI Leverage: 6.2/10
Why this ranking?
More likely automated:
Read Marine Design Plans
Construct Hulls and Frames
Still requires human judgment:
Construct Hulls and Frames
Repair and Refinish Boats
Human Value: 8.2/10
Automation Risk: 4.4/10
AI Leverage: 6.4/10
Why this ranking?
More likely automated:
Test Electronic Performance
Update Maintenance Records
Still requires human judgment:
Inspect Avionics Systems
Install and Repair Aircraft Electronics
Human Value: 8.0/10
Automation Risk: 4.4/10
AI Leverage: 6.2/10
Why this ranking?
More likely automated:
Prepare Surfaces for Paint
Document Repair Estimates and Work
Still requires human judgment:
Repair or Replace Body Panels
Assess Vehicle Damage
Human Value: 8.0/10
Automation Risk: 4.9/10
AI Leverage: 6.9/10
Why this ranking?
More likely automated:
Track hours and apprenticeship requirements
Assist carpenters with material handling
Still requires human judgment:
Learn basic measuring cutting and fastening
Follow training and safety instructions
Human Value: 5.14/10
Automation Risk: 5.0/10
AI Leverage: 5.14/10
Why this ranking?
More likely automated:
Sweeping and mopping floors throughout building
Collecting and disposing of waste materials
Still requires human judgment:
Responding to emergency spills and incidents
Deep cleaning specialized areas like labs