Which job is safer from AI: Locomotive Engineers or Driver/Sales Workers?

Locomotive Engineers is safer from AI based on ReplacedByAI risk scores. Locomotive Engineers has an AI replacement risk score of 79/100 (High), while Driver/Sales Workers has a score of 80/100 (Critical).

What is Locomotive Engineers's AI replacement risk?

Locomotive Engineers has an AI replacement risk score of 79/100, which ReplacedByAI classifies as high risk. High risk: many core tasks are exposed to automation.

What is Driver/Sales Workers's AI replacement risk?

Driver/Sales Workers has an AI replacement risk score of 80/100, which ReplacedByAI classifies as critical risk. High risk: many core tasks are exposed to automation.

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AI Risk Comparison

Locomotive Engineers vs Driver/Sales Workers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role

Locomotive Engineers

Higher risk

Driver/Sales Workers

Risk gap

1 points

TransportationO*NET: 53-4011.00

Locomotive Engineers

Drive electric, diesel-electric, steam, or gas-turbine-electric locomotives to transport passengers or freight. Interpret train orders, electronic or manual signals, and railroad rules and regulations.

AI Risk Score

79/100

High

High risk: many core tasks are exposed to automation.

Automation factors

Confer with conductors or traffic control center personnel via radiophones to issue or receive information concerning stops, delays, or oncoming trains.
Monitor gauges or meters that measure speed, amperage, battery charge, or air pressure in brake lines or in main reservoirs.
Observe tracks to detect obstructions.
Evaluating Information to Determine Compliance with Standards
Monitoring Processes, Materials, or Surroundings

Top skills

Operation and Control4.12/5

Operations Monitoring4.00/5

Active Listening3.75/5

Speaking3.62/5

Critical Thinking3.62/5

Recommended career pivots

Railroad Brake, Signal, and Switch Operators and Locomotive Firers77/100 Railroad Conductors and Yardmasters81/100 Rail Yard Engineers, Dinkey Operators, and Hostlers79/100 Subway and Streetcar Operators63/100 Bus and Truck Mechanics and Diesel Engine Specialists76/100

TransportationO*NET: 53-3031.00

Driver/Sales Workers

Drive truck or other vehicle over established routes or within an established territory and sell or deliver goods, such as food products, including restaurant take-out items, or pick up or deliver items such as commercial laundry. May also take orders, collect payment, or stock merchandise at point of delivery.

AI Risk Score

80/100

Critical

High risk: many core tasks are exposed to automation.

Automation factors

Record sales or delivery information on daily sales or delivery record.
Collect money from customers, make change, and record transactions on customer receipts.
Monitoring Processes, Materials, or Surroundings
Documenting/Recording Information
Evaluating Information to Determine Compliance with Standards

Top skills

Active Listening3.75/5

Speaking3.62/5

Critical Thinking3.12/5

Service Orientation3.12/5

Reading Comprehension3.00/5

Recommended career pivots

Light Truck Drivers76/100 Shipping, Receiving, and Inventory Clerks85/100 Door-to-Door Sales Workers, News and Street Vendors, and Related Workers33/100 Counter and Rental Clerks86/100 Couriers and Messengers80/100

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