First-Line Supervisors of Retail Sales Workers
Directly supervise and coordinate activities of retail sales workers in an establishment or department. Duties may include management functions, such as purchasing, budgeting, accounting, and personnel work, in addition to supervisory duties.
How AI Impacts Each Task
21 tasks analyzed
Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.
Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers.
Formulate pricing policies for merchandise, according to profitability requirements.
Examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.
Monitor sales activities to ensure that customers receive satisfactory service and quality goods.
Instruct staff on how to handle difficult and complicated sales.
Assign employees to specific duties.
Hire, train, and evaluate personnel in sales or marketing establishments, promoting or firing workers when appropriate.
Plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.
Keep records of purchases, sales, and requisitions.
Perform work activities of subordinates, such as cleaning and organizing shelves and displays and selling merchandise.
Review inventory and sales records to prepare reports for management and budget departments.
Plan and prepare work schedules and keep records of employees' work schedules and time cards.
Inventory stock and reorder when inventory drops to a specified level.
Establish and implement policies, goals, objectives, and procedures for the department.
Establish credit policies and operating procedures.
Examine products purchased for resale or received for storage to assess the condition of each product or item.
Enforce safety, health, and security rules.
Plan budgets and authorize payments and merchandise returns.
Estimate consumer demand and determine the types and amounts of goods to be sold.
Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints. | 48.35Observed | 34.3% | 15% | |
| Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers. | 50Observed | 35.0% | 12% | |
| Formulate pricing policies for merchandise, according to profitability requirements. | 70.3Observed | 55.1% | 3% | |
| Examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised. | 41.8Observed | 65.9% | 5% | |
| Monitor sales activities to ensure that customers receive satisfactory service and quality goods. | 49.1Observed | 34.6% | 8% | |
| Instruct staff on how to handle difficult and complicated sales. | 56.75Observed | 37.7% | 4% | |
| Assign employees to specific duties. | 77Estimated | 80.0% | 3% | |
| Hire, train, and evaluate personnel in sales or marketing establishments, promoting or firing workers when appropriate. | 30Estimated | 27.0% | 5% | |
| Plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy. | 57.85Observed | 50.1% | 3% | |
| Keep records of purchases, sales, and requisitions. | 97Estimated | 88.0% | 5% | |
| Perform work activities of subordinates, such as cleaning and organizing shelves and displays and selling merchandise. | 30Estimated | 45.0% | 7% | |
| Review inventory and sales records to prepare reports for management and budget departments. | 95Estimated | 87.2% | 4% | |
| Plan and prepare work schedules and keep records of employees' work schedules and time cards. | 92Estimated | 86.0% | 4% | |
| Inventory stock and reorder when inventory drops to a specified level. | 97Estimated | 88.0% | 5% | |
| Establish and implement policies, goals, objectives, and procedures for the department. | 50Estimated | 47.0% | 3% | |
| Establish credit policies and operating procedures. | 57.35Observed | 49.9% | 2% | |
| Examine products purchased for resale or received for storage to assess the condition of each product or item. | 40Estimated | 49.0% | 3% | |
| Enforce safety, health, and security rules. | 35Estimated | 29.0% | 3% | |
| Plan budgets and authorize payments and merchandise returns. | 77Estimated | 80.0% | 2% | |
| Estimate consumer demand and determine the types and amounts of goods to be sold. | 85Estimated | 61.0% | 2% | |
| Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business. | 65.83Observed | 41.3% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
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Upskill to Reduce Risk
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SQL Fundamentals Skill Track
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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
overall change
Education & Training
Percentage of workers at each education and training level
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

McKinsey report details how AI will redefine retail jobs and storefronts
A joint study explores the transformation of brick-and-mortar retail through artificial intelligence. Store employees and managers face a shifting landscape where AI tools will likely alter daily operations and customer service expectations.

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