Takeover Tracker
34%medium risk

First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand

Directly supervise and coordinate the activities of helpers, laborers, or material movers.

Higher risk than 62% of occupations
Checking for existing plan...

How AI Impacts Each Task

24 tasks analyzed

Maintain a safe working environment by monitoring safety procedures and equipment.

Risk: 43.0%AI: 40EstimatedTime: 8%

Review work throughout the work process and at completion to ensure that it has been performed properly.

Risk: 39.0%AI: 30EstimatedTime: 8%

Inform designated employees or departments of items loaded or problems encountered.

Risk: 29.0%AI: 35EstimatedTime: 4%

Examine freight to determine loading sequences.

Risk: 55.0%AI: 70EstimatedTime: 5%

Collaborate with workers and managers to solve work-related problems.

Risk: 21.0%AI: 15EstimatedTime: 6%

Check specifications of materials loaded or unloaded against information contained in work orders.

Risk: 86.0%AI: 92EstimatedTime: 6%

Plan work schedules and assign duties to maintain adequate staff for effective performance of activities and response to fluctuating workloads.

Risk: 86.0%AI: 92EstimatedTime: 5%

Transmit and explain work orders to laborers.

Risk: 27.0%AI: 30EstimatedTime: 5%

Prepare and maintain work records and reports of information such as employee time and wages, daily receipts, or inspection results.

Risk: 68.7%AI: 48.77ObservedTime: 5%

Inspect equipment for wear and for conformance to specifications.

Risk: 80.0%AI: 77EstimatedTime: 4%

Estimate material, time, and staffing requirements for a given project, based on work orders, job specifications, and experience.

Risk: 53.0%AI: 65EstimatedTime: 4%

Evaluate employee performance and prepare performance appraisals.

Risk: 43.0%AI: 40EstimatedTime: 3%

Conduct staff meetings to relay general information or to address specific topics, such as safety.

Risk: 21.0%AI: 15EstimatedTime: 3%

Assess training needs of staff and arrange for or provide appropriate instruction.

Risk: 27.0%AI: 30EstimatedTime: 3%

Schedule times of shipment and modes of transportation for materials.

Risk: 88.0%AI: 97EstimatedTime: 3%

Resolve personnel problems, complaints, or formal grievances when possible, or refer them to higher-level supervisors for resolution.

Risk: 19.0%AI: 10EstimatedTime: 4%

Recommend or initiate personnel actions, such as promotions, transfers, or disciplinary measures.

Risk: 17.0%AI: 5EstimatedTime: 2%

Participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.

Risk: 37.8%AI: 57.1ObservedTime: 2%

Quote prices to customers.

Risk: 65.4%AI: 40.52ObservedTime: 2%

Inspect job sites to determine the extent of maintenance or repairs needed.

Risk: 41.0%AI: 35EstimatedTime: 3%

Perform the same work duties as those supervised or perform more difficult or skilled tasks or assist in their performance.

Risk: 49.0%AI: 40EstimatedTime: 8%

Inventory supplies and requisition or purchase additional items, as necessary.

Risk: 88.0%AI: 97EstimatedTime: 3%

Counsel employees in work-related activities, personal growth, or career development.

Risk: 41.2%AI: 65.38ObservedTime: 2%

Provide assistance in balancing books, tracking, monitoring, or projecting a unit's budget needs and in developing unit policies and procedures.

Risk: 67.8%AI: 46.53ObservedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

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)

Leadership88%

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

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination 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.

Negotiation85%

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

Social Perceptiveness90%

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

Instructing75%

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

Persuasion80%

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

Recommended Courses

Courses matched to First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand 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

-7pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk

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

-4.2pt risk

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.

Score History

Risk score over 2 scoring runs

-3.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School10%
High School Diploma62%
Some College1%
Post-Secondary Certificate12%
Bachelor's Degree15%

Prior Experience Needed

Work experience required to enter this job

None10%
3-6 months2%
6 months - 1 year4%
1-2 years23%
2-4 years28%
4-6 years19%
Over 10 years13%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month21%
1-3 months29%
3-6 months15%
6 months - 1 year16%
1-2 years19%

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