Takeover Tracker
34%medium risk

First-Line Supervisors of Office and Administrative Support Workers

Directly supervise and coordinate the activities of clerical and administrative support workers.

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

How AI Impacts Each Task

29 tasks analyzed

Supervise the work of office, administrative, or customer service employees to ensure adherence to quality standards, deadlines, and proper procedures, correcting errors or problems.

Risk: 29.0%AI: 35EstimatedTime: 7%

Resolve customer complaints or answer customers' questions regarding policies and procedures.

Risk: 34.6%AI: 49.08ObservedTime: 6%

Provide employees with guidance in handling difficult or complex problems or in resolving escalated complaints or disputes.

Risk: 38.0%AI: 57.6ObservedTime: 6%

Review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.

Risk: 86.0%AI: 92EstimatedTime: 5%

Discuss job performance problems with employees to identify causes and issues and to work on resolving problems.

Risk: 39.7%AI: 61.85ObservedTime: 5%

Prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.

Risk: 65.0%AI: 39.58ObservedTime: 4%

Recruit, interview, and select employees.

Risk: 35.7%AI: 51.7ObservedTime: 4%

Interpret and communicate work procedures and company policies to staff.

Risk: 35.0%AI: 50ObservedTime: 4%

Develop work schedules according to budgets and workloads.

Risk: 71.4%AI: 55.55ObservedTime: 3%

Evaluate employees' job performance and conformance to regulations and recommend appropriate personnel action.

Risk: 47.1%AI: 50.28ObservedTime: 4%

Train or instruct employees in job duties or company policies or arrange for training to be provided.

Risk: 35.4%AI: 50.92ObservedTime: 5%

Research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.

Risk: 69.0%AI: 49.38ObservedTime: 4%

Implement corporate or departmental policies, procedures, and service standards in conjunction with management.

Risk: 43.0%AI: 40EstimatedTime: 4%

Compute figures such as balances, totals, or commissions.

Risk: 60.0%AI: 26.88ObservedTime: 3%

Analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.

Risk: 50.2%AI: 58.1ObservedTime: 3%

Coordinate activities with other supervisory personnel or with other work units or departments.

Risk: 25.0%AI: 25EstimatedTime: 3%

Participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.

Risk: 70.5%AI: 53.25ObservedTime: 4%

Make recommendations to management concerning such issues as staffing decisions or procedural changes.

Risk: 49.0%AI: 55EstimatedTime: 3%

Develop or update procedures, policies, or standards.

Risk: 50.2%AI: 57.95ObservedTime: 3%

Maintain records pertaining to inventory, personnel, orders, supplies, or machine maintenance.

Risk: 87.2%AI: 95EstimatedTime: 3%

Consult with managers or other personnel to resolve problems in areas such as equipment performance, output quality, or work schedules.

Risk: 27.0%AI: 30EstimatedTime: 3%

Design, implement, or evaluate staff training and development programs, customer service initiatives, or performance measurement criteria.

Risk: 55.3%AI: 70.83ObservedTime: 2%

Keep informed of provisions of labor-management agreements and their effects on departmental operations.

Risk: 83.2%AI: 85EstimatedTime: 2%

Discuss work problems or grievances with union representatives.

Risk: 19.0%AI: 10EstimatedTime: 2%

Coordinate or perform activities associated with shipping, receiving, distribution, or transportation.

Risk: 67.6%AI: 46.1ObservedTime: 2%

Monitor inventory levels and requisition or purchase supplies as needed.

Risk: 87.2%AI: 95EstimatedTime: 2%

Plan for or coordinate office services, such as equipment or supply acquisition or organization, disposal of assets, relocation, parking, maintenance, or security services.

Risk: 75.2%AI: 65EstimatedTime: 2%

Arrange for necessary maintenance or repair work.

Risk: 79.2%AI: 75EstimatedTime: 2%

Plan layouts of stockrooms, warehouses, or other storage areas, considering turnover, size, weight, or related factors pertaining to items stored.

Risk: 55.0%AI: 70EstimatedTime: 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.

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.

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.

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.

Service Orientation82%

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

Negotiation85%

Negotiation 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 Office and Administrative Support 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.5pt risk+$4K/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

-4.1pt risk+$4K/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

+1.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma23%
Some College1%
Post-Secondary Certificate20%
Associate's Degree10%
Bachelor's Degree45%
Doctoral/Professional Degree1%

Prior Experience Needed

Work experience required to enter this job

None12%
Up to 1 month1%
3-6 months1%
6 months - 1 year3%
1-2 years16%
2-4 years15%
4-6 years44%
8-10 years1%
Over 10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month12%
1-3 months14%
3-6 months12%
6 months - 1 year40%
1-2 years10%
2-4 years4%
4-6 years7%

Related News

Recent articles about AI affecting this occupation

5 articles

CX Leaders Face Fines as Major AI Models Fail EU Legal Checks

Customer experience managers could be held personally or departmentally liable for compliance failures as research shows major AI models fail EU legal standards. The findings highlight a growing risk for professionals deploying AI agents without strict legal oversight.

CX Today3d ago

Autonomous AI Agents Now Capable of Multi-Day Workflows

New AI systems can now operate continuously over days or weeks, recovering from errors and managing complex tasks without human intervention. This leap in autonomy threatens project management and administrative roles that rely on task supervision.

O'Reilly Radar6d ago

Gusto launches 'AI Teammate' to automate small business admin work

The payroll platform's new tool is designed to handle administrative tasks traditionally done by human office managers or HR assistants. It signals a shift toward AI replacing entry-level admin roles in smaller companies.

CPA Practice AdvisorJun 2

No-Code AI Tools Are Reshaping Contact Center Jobs

Customer service teams are replacing legacy spreadsheets with no-code platforms, allowing frontline managers to build automated workflows. This shift democratizes tech skills but threatens traditional data entry roles.

Contact Center PipelineJun 1

New AI Tool Automates Contact Center Analytics and Decision-Making

Capacity's new AI assistant directly bridges the gap between customer data and operational action, bypassing traditional data analysis roles. This shift means contact center managers will spend less time analyzing reports and more time executing AI-generated strategies.

CX TodayMay 27

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