Takeover Tracker
33%medium risk

First-Line Supervisors of Non-Retail Sales Workers

Directly supervise and coordinate activities of sales workers other than retail sales workers. May perform duties such as budgeting, accounting, and personnel work, in addition to supervisory duties.

Higher risk than 54% of occupations
Checking for existing plan...

How AI Impacts Each Task

18 tasks analyzed

Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.

Risk: 53.3%AI: 65.83ObservedTime: 8%

Listen to and resolve customer complaints regarding services, products, or personnel.

Risk: 34.6%AI: 48.98ObservedTime: 10%

Provide staff with assistance in performing difficult or complicated duties.

Risk: 37.1%AI: 55.2ObservedTime: 8%

Monitor sales staff performance to ensure that goals are met.

Risk: 70.6%AI: 53.45ObservedTime: 8%

Formulate pricing policies on merchandise according to profitability requirements.

Risk: 45.7%AI: 46.7ObservedTime: 5%

Hire, train, and evaluate personnel.

Risk: 27.0%AI: 30EstimatedTime: 10%

Analyze details of sales territories to assess their growth potential and to set quotas.

Risk: 46.3%AI: 48.22ObservedTime: 6%

Attend company meetings to exchange product information and coordinate work activities with other departments.

Risk: 27.0%AI: 30EstimatedTime: 6%

Prepare sales and inventory reports for management and budget departments.

Risk: 86.0%AI: 92EstimatedTime: 5%

Plan and prepare work schedules, and assign employees to specific duties.

Risk: 85.2%AI: 90EstimatedTime: 5%

Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or performing specific services.

Risk: 37.2%AI: 55.55ObservedTime: 10%

Prepare rental or lease agreements, specifying charges and payment procedures for use of machinery, tools, or other items.

Risk: 86.0%AI: 92EstimatedTime: 3%

Visit retailers and sales representatives to promote products and gather information.

Risk: 19.0%AI: 10EstimatedTime: 5%

Keep records pertaining to purchases, sales, and requisitions.

Risk: 87.2%AI: 95EstimatedTime: 3%

Inventory stock and reorder when inventories drop to specified levels.

Risk: 88.0%AI: 97EstimatedTime: 2%

Coordinate sales promotion activities, such as preparing merchandise displays and advertising copy.

Risk: 51.0%AI: 60EstimatedTime: 2%

Examine merchandise to ensure correct pricing and display, and that it functions as advertised.

Risk: 49.7%AI: 41.7ObservedTime: 2%

Examine products purchased for resale or received for storage to determine product condition.

Risk: 57.0%AI: 60EstimatedTime: 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%

High reliance on Mathematics 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.

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.

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.

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.

Instructing75%

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

Recommended Courses

Courses matched to First-Line Supervisors of Non-Retail Sales 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+$5K/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

-5.4pt risk+$5K/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

-4.2pt risk+$6K/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.

Score History

Risk score over 2 scoring runs

+3.1

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma21%
Post-Secondary Certificate19%
Associate's Degree27%
Bachelor's Degree27%
Doctoral/Professional Degree7%

Prior Experience Needed

Work experience required to enter this job

None2%
6 months - 1 year3%
1-2 years31%
2-4 years31%
4-6 years9%
6-8 years9%
8-10 years9%
Over 10 years6%

Training Provided After Hiring

How long it typically takes to learn on the job

None5%
Up to 1 month16%
1-3 months36%
3-6 months30%
6 months - 1 year7%
1-2 years3%
4-6 years2%

Related News

Recent articles about AI affecting this occupation

4 articles

VMS Deploys AI Virtual Fleet Manager to Automate Maintenance Jobs

Vehicle Management Systems has released an AI platform that handles predictive maintenance and streamlines operations autonomously. This technology directly targets the responsibilities of human fleet managers, potentially reducing headcount in logistics oversight.

Digital DealerApr 23

Google's Shift to "Agent Manager" Threatens SEO and Research Jobs

CEO Sundar Pichai confirmed Google is moving away from traditional link-based search toward AI agents that complete multi-step workflows. This pivot threatens to eliminate millions of top-of-funnel web traffic jobs and automate basic digital research roles.

Search Engine JournalApr 11

Manager engagement is slipping — and affecting AI use, Gallup finds

A new Gallup survey reveals that disengaged leadership is actively bottlenecking employee AI adoption. Workers are significantly less likely to experiment with new tools when their direct supervisors show no interest.

HR DiveApr 9

Manager Burnout Drives Global Employee Engagement to Five-Year Low

Global employee engagement has dropped to a five-year low in 2025, driven primarily by a steep decline in manager morale. This widespread burnout complicates workforce transitions and retention efforts.

StaffingHubApr 8

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