Takeover Tracker
38%medium risk

First-Line Supervisors of Food Preparation and Serving Workers

Directly supervise and coordinate activities of workers engaged in preparing and serving food.

Higher risk than 76% of occupations
Checking for existing plan...

How AI Impacts Each Task

26 tasks analyzed

Perform various financial activities, such as cash handling, deposit preparation, and payroll.

Risk: 76.0%AI: 67EstimatedTime: 5%

Resolve customer complaints regarding food service.

Risk: 35.0%AI: 50ObservedTime: 7%

Compile and balance cash receipts at the end of the day or shift.

Risk: 78.0%AI: 72EstimatedTime: 4%

Present bills and accept payments.

Risk: 84.0%AI: 87EstimatedTime: 4%

Inspect supplies, equipment, and work areas to ensure efficient service and conformance to standards.

Risk: 49.0%AI: 40EstimatedTime: 6%

Perform food preparation and serving duties, such as carving meat, preparing flambe dishes, or serving wine and liquor.

Risk: 13.0%AI: 10EstimatedTime: 5%

Train workers in food preparation, and in service, sanitation, and safety procedures.

Risk: 40.8%AI: 64.38ObservedTime: 5%

Supervise and participate in kitchen and dining area cleaning activities.

Risk: 47.0%AI: 35EstimatedTime: 4%

Greet and seat guests, and present menus and wine lists.

Risk: 27.0%AI: 30EstimatedTime: 4%

Perform personnel actions, such as hiring and firing staff, providing employee orientation and training, and conducting supervisory activities, such as creating work schedules or organizing employee time sheets.

Risk: 29.0%AI: 35EstimatedTime: 6%

Control inventories of food, equipment, smallware, and liquor, and report shortages to designated personnel.

Risk: 86.0%AI: 92EstimatedTime: 4%

Assign duties, responsibilities, and work stations to employees in accordance with work requirements.

Risk: 84.0%AI: 87EstimatedTime: 4%

Specify food portions and courses, production and time sequences, and workstation and equipment arrangements.

Risk: 74.7%AI: 63.68ObservedTime: 3%

Record production, operational, and personnel data on specified forms.

Risk: 86.0%AI: 92EstimatedTime: 3%

Observe and evaluate workers and work procedures to ensure quality standards and service, and complete disciplinary write-ups.

Risk: 23.0%AI: 20EstimatedTime: 6%

Purchase or requisition supplies and equipment needed to ensure quality and timely delivery of services.

Risk: 86.0%AI: 92EstimatedTime: 3%

Estimate ingredients and supplies required to prepare a recipe.

Risk: 88.0%AI: 97EstimatedTime: 3%

Analyze operational problems, such as theft and wastage, and establish procedures to alleviate these problems.

Risk: 51.0%AI: 60EstimatedTime: 3%

Forecast staff, equipment, and supply requirements, based on a master menu.

Risk: 86.0%AI: 92EstimatedTime: 3%

Recommend measures for improving work procedures and worker performance to increase service quality and enhance job safety.

Risk: 47.0%AI: 50EstimatedTime: 3%

Develop equipment maintenance schedules and arrange for repairs.

Risk: 86.0%AI: 92EstimatedTime: 2%

Develop departmental objectives, budgets, policies, procedures, and strategies.

Risk: 54.4%AI: 68.55ObservedTime: 3%

Conduct meetings and collaborate with other personnel for menu planning, serving arrangements, and related details.

Risk: 25.0%AI: 25EstimatedTime: 3%

Evaluate new products for usefulness and suitability.

Risk: 39.0%AI: 30EstimatedTime: 2%

Schedule parties and take reservations.

Risk: 88.0%AI: 97EstimatedTime: 3%

Assess nutritional needs of patients, plan special menus, supervise the assembly of regular and special diet trays, and oversee the delivery of food trolleys to hospital patients.

Risk: 43.0%AI: 40EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension 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.

Information Ordering5%

High reliance on Information Ordering 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.

Service Orientation82%

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

Instructing75%

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

Social Perceptiveness90%

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

Persuasion80%

Persuasion 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.

Recommended Courses

Courses matched to First-Line Supervisors of Food Preparation and Serving Workers 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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-6.9pt 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

-5.3pt 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

-4pt risk+$3K/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

Score History

Risk score over 2 scoring runs

-0.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School37%
High School Diploma44%
Some College10%
Post-Secondary Certificate2%
Associate's Degree7%

Prior Experience Needed

Work experience required to enter this job

None41%
Up to 1 month9%
6 months - 1 year14%
1-2 years6%
2-4 years26%
4-6 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month63%
1-3 months22%
3-6 months9%
6 months - 1 year2%

Related News

Recent articles about AI affecting this occupation

1 articles

Andrew Zimmern backs AI platform to overhaul restaurant hiring and training

Top chefs are investing in a new tech platform designed to optimize how the hospitality industry recruits and retains its workforce. The system uses data to streamline staffing in a sector notorious for high turnover.

Forbes AIApr 2

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