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JOB REPORT / 41-1012 · 18 TASKS

First-Line Supervisors of Non-Retail Sales Workers.

Can AI do the work of First-Line Supervisors of Non-Retail Sales Workers?

Mostly it works alongside you. Here is what shifts, task by task.

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How does this fit your work?

How many tasks do you use AI to assist with at work?

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Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Keep records pertaining to purchases, sales, and requisitions
  • Prepare sales and inventory reports for management and budget…
  • Analyze details of sales territories to assess their growth…

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A guided certificate program in AI-assisted First-Line Supervisors of Non-Retail Sales Workers work. It covers the 16 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

16 of 18 tasks reviewed

This job has 18 core tasks. We went through 16 of them, one at a time.

Task by task, from the work First-Line Supervisors of Non-Retail Sales Workers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Keep records pertaining to purchases, sales, and requisitions.

    AI DOES

    Auto-fills, organizes, and summarizes sales and purchase records from digital inputs

    YOU DO

    Verify unusual entries and approve records that need judgment calls

  2. TASK 02

    Prepare sales and inventory reports for management and budget departments.

    AI DOES

    Pulls sales data, formats tables, flags trends, and drafts report summaries

    YOU DO

    Add context about why numbers changed and what actions to recommend

  3. TASK 03

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

    AI DOES

    Pulls together sales data, maps territory trends, and flags growth patterns

    YOU DO

    Apply local market knowledge and motivate your team with quotas they can trust

  4. TASK 04

    Inventory stock and reorder when inventories drop to specified levels.

    AI DOES

    Monitors stock levels, flags low inventory, and drafts reorder requests

    YOU DO

    Use judgment on timing, supplier relationships, and budget trade-offs

  5. TASK 05

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

    AI DOES

    Generates draft schedules, spots gaps, and suggests shift assignments based on rules and availability

    YOU DO

    Apply judgment about each employee's skills, reliability, and team dynamics

  6. TASK 06

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

    AI DOES

    Drafts agreement templates, fills in charges and payment terms, and flags missing clauses

    YOU DO

    Review contract details, confirm legal compliance, and approve final terms with the customer

  7. TASK 07

    Monitor sales staff performance to ensure that goals are met.

    AI DOES

    Tracks sales numbers, spots trends, and sends alerts when targets are missed

    YOU DO

    Coach individuals, read team dynamics, and decide how to respond to each person's situation

  8. TASK 08

    Formulate pricing policies on merchandise according to profitability requirements.

    AI DOES

    Analyzes cost data, runs margin calculations, and suggests price ranges based on profitability targets

    YOU DO

    Apply market judgment and approve final pricing decisions

  9. TASK 09

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

    AI DOES

    Drafts ad copy, brainstorms display concepts, and suggests promotional layouts

    YOU DO

    Judge what fits your specific team, space, and customer base

  10. TASK 10

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

    AI DOES

    Pulls together sales data, drafts strategy proposals, and suggests market ideas

    YOU DO

    Build trust with company leaders and make the final call on direction

  11. TASK 11

    Hire, train, and evaluate personnel.

    AI DOES

    Screens resumes, drafts job postings, builds training content, and suggests evaluation rubrics

    YOU DO

    Lead interviews, coach individuals, and make final people decisions

  12. TASK 12

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

    AI DOES

    Tracks sales metrics, flags inventory gaps, and surfaces performance trends in dashboards

    YOU DO

    Stay present with your team, read the room, and make judgment calls about people

  13. TASK 13

    Provide staff with assistance in performing difficult or complicated duties.

    AI DOES

    Pulls up reference info, drafts step-by-step guides, and suggests coaching language

    YOU DO

    Show up in the moment and read what each person actually needs

  14. TASK 14

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

    AI DOES

    Drafts meeting agendas, summarizes notes, and flags action items

    YOU DO

    Show up, read the room, and build trust with other departments

  15. TASK 15

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

    AI DOES

    Checks digital price records and flags mismatches in inventory software

    YOU DO

    Walk the floor and physically inspect merchandise and displays yourself

  16. TASK 16SOURCE-BACKED TASK

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

    AI DOES

    Suggests responses and tracks complaint patterns

    YOU DO

    Show empathy and judge fair solutions

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of First-Line Supervisors of Non-Retail Sales Workers? — rtwoai