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.

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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

Ouster's New LiDAR Accelerates Physical AI and Blue-Collar Automation

Ouster's CEO revealed how their new REV8 LiDAR serves as the sensory foundation for physical AI systems. This hardware advancement accelerates the deployment of autonomous machines, directly threatening manual labor roles in logistics and physical operations.

The Road to Autonomy3d ago

Level 4 driverless mining trucks threaten heavy industry driving jobs

The Shuanglin K7 operates with zero human intervention using a Level 4 driving brain. This massive autonomous vehicle proves that heavy industry and resource extraction are rapidly eliminating the need for human operators.

Fast CompanyMay 6

Supply chain expo highlights shift from manual labor to automation

Over 50,000 attendees gathered to view the latest logistics technology, with a heavy focus on digital systems replacing traditional manual equipment. The massive turnout underscores how rapidly the material handling sector is automating.

Supply Chain Mgmt ReviewApr 30

Embodied AI Startup Targets Industrial Equipment Automation

KaiTu Technology is bringing embodied AI to industrial mobile equipment, signaling a push to automate physical logistics and warehouse tasks. This development directly threatens traditional material handling and forklift operation jobs in North America.

NewsData AI & JobsApr 29

Burlington builds automated, 2M-square-foot Arizona distribution center

The massive 2028 facility aims to accelerate operations through automation, signaling a shift away from traditional manual warehouse labor. Supply chain workers should note this ongoing trend toward robotics over human headcount.

Supply Chain DiveApr 27

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