Takeover Tracker
46%medium risk

Industrial Truck and Tractor Operators

Operate industrial trucks or tractors equipped to move materials around a warehouse, storage yard, factory, construction site, or similar location.

Higher risk than 92% of occupations
Checking for existing plan...

How AI Impacts Each Task

11 tasks analyzed

Move levers or controls that operate lifting devices, such as forklifts, lift beams with swivel-hooks, hoists, or elevating platforms, to load, unload, transport, or stack material.

Risk: 61.0%AI: 70EstimatedTime: 20%

Inspect product load for accuracy and safely move it around the warehouse or facility to ensure timely and complete delivery.

Risk: 61.0%AI: 70EstimatedTime: 15%

Manually or mechanically load or unload materials from pallets, skids, platforms, cars, lifting devices, or other transport vehicles.

Risk: 63.0%AI: 75EstimatedTime: 15%

Move controls to drive gasoline- or electric-powered trucks, cars, or tractors and transport materials between loading, processing, and storage areas.

Risk: 63.0%AI: 75EstimatedTime: 15%

Position lifting devices under, over, or around loaded pallets, skids, or boxes and secure material or products for transport to designated areas.

Risk: 61.0%AI: 70EstimatedTime: 10%

Weigh materials or products and record weight or other production data on tags or labels.

Risk: 87.2%AI: 95EstimatedTime: 5%

Perform routine maintenance on vehicles or auxiliary equipment, such as cleaning, lubricating, recharging batteries, fueling, or replacing liquefied-gas tank.

Risk: 45.0%AI: 30EstimatedTime: 5%

Operate or tend automatic stacking, loading, packaging, or cutting machines.

Risk: 59.0%AI: 65EstimatedTime: 5%

Signal workers to discharge, dump, or level materials.

Risk: 49.0%AI: 40EstimatedTime: 4%

Hook tow trucks to trailer hitches and fasten attachments, such as graders, plows, rollers, or winch cables to tractors, using hitchpins.

Risk: 45.0%AI: 30EstimatedTime: 3%

Turn valves and open chutes to dump, spray, or release materials from dump cars or storage bins into hoppers.

Risk: 51.0%AI: 45EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

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

Information Ordering5%

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

Reading Comprehension10%

Reading Comprehension 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.

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.

Manual Dexterity80%

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

Leadership88%

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

Coordination70%

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

Equipment Maintenance78%

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

Social Perceptiveness90%

Social Perceptiveness 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.

Service Orientation82%

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

Recommended Courses

Courses matched to Industrial Truck and Tractor Operators 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

-6.4pt risk+$2K/yr salary

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

-4.7pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.5pt risk+$2K/yr salary

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.

Alternate Career Paths

See all transitions

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Score History

Risk score over 2 scoring runs

+2.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School9%
High School Diploma84%
Some College5%
Post-Secondary Certificate2%

Prior Experience Needed

Work experience required to enter this job

None24%
Up to 1 month17%
1-3 months4%
3-6 months7%
6 months - 1 year5%
1-2 years13%
2-4 years9%
4-6 years2%
6-8 years9%
8-10 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month37%
1-3 months26%
3-6 months5%
6 months - 1 year23%
1-2 years2%
2-4 years3%

Related News

Recent articles about AI affecting this occupation

5 articles

How AI Vision Systems and Smart Robotics Are Reshaping Warehouse Work

Autonomous mobile robots and AI-powered vision systems are rapidly advancing to handle complex warehouse operations. This shift demands new infrastructure strategies while fundamentally changing the skill sets required on the factory floor.

Robotics And Automation NewsJun 22

DHL Using Autonomous Trucks in Singapore

They're running 40 routes per day now. Diverless, cabless, electric. They claim the trucks are operating at half the cost of a traditional diesel truck with a human driver.

FreightWavesJun 20

Top Supply Chains Accelerate Push for Autonomous Workforces

Industry leaders like Schneider Electric and Walmart are heavily investing in automated labor to run their logistics networks. The shift indicates that supply chain management will increasingly rely on non-human workers.

Supply Chain Mgmt ReviewJun 19

Nestlé ups automation use with latest distribution center

A massive 700,000-square-foot facility is being equipped with advanced robotics to handle logistics. This move signals a continued shift toward automated supply chains, potentially reducing the need for traditional warehouse labor.

Supply Chain DiveJun 18

Factory AI Demand Surges as Mujin Preps IPO for Warehouse Robots

The Japanese robotics firm is building a war chest to scale its AI solutions across manufacturing and logistics sectors. This signals a massive upcoming acceleration in blue-collar automation and warehouse robotics deployment.

Transport TopicsJun 10

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