Stockroom and in-store inventory

ISCO-08 4321, 9334

Stockroom associate, Stock controller, Stockroom manager, Logistics associate (store), Shelf replenishment associate

AI exposure29%

Headcount need, in FTE

Exposure range

Your current headcount

FTE

Need in 203093 FTE-7 FTE (-7%)

Need in 203586 FTE-14 FTE (-14%)

How AI is used on these tasks today

Automation 55%Augmentation 45%

In AI conversations about this job's tasks: the AI does the task itself (automation) or helps the person do it (augmentation).Anthropic Economic Index, April and May 2026. Occupations: Stockers and Order Fillers, Shipping, Receiving, and Inventory Clerks. AEI

1. Exposure 29%Average automation potential of the job's tasks. Range for this family: 10 to 43%.ILO occupations used: Stock Clerks (37%), Shelf Fillers (20%). ILO data

2. Strategic ceiling 100%Your call: how much of this potential do you want to capture? Nobody can set it for you.

3. Adoption speed midpoint 2030

Inherits your company stance, adjustable for this family.

4. Conversion to headcount sensitive 50%Default 50%: Store flows are fixed by sales volume; time saved on counts and stock queries is not reinvested and reduces hours needed.

Target AI skills

level 1 to 4

Foundation

Use AI assistants every day

Frame and phrase a request

Check and challenge AI outputs

Protect data and respect the rules

Applied

Rethink one's process with AI

Job skills

Growing in value

Handling stock discrepancies and exceptions
Preparing click-and-collect and ship-from-store orders
Using handheld scanners and RFID tools
Versatility between stockroom and sales floor

Losing value

Manual inventory counts
Paper reception checks against delivery notes
Searching the stockroom for items

How the job will change

Receiving, storing, replenishing the floor and preparing online orders remain physical tasks. What changes is the information around them: RFID and handheld terminals make counts near automatic, replenishment tools tell staff what to bring out and when, and anomaly detection points to likely discrepancies instead of a full stocktake.

The job becomes more versatile and more tied to omnichannel service. A good stockroom associate tomorrow will handle the exceptions the system flags, prepare a growing share of click-and-collect and ship-from-store orders, and move easily between the back room and the sales floor during peaks.

2026-2027: RFID counts and replenishment suggestions on handheld terminals.
2028-2030: Full stocktakes replaced by targeted anomaly checks.
2031+: Fewer dedicated stockroom roles, more hybrid store logistics profiles.

Watch out

Gains come from RFID and store systems as much as from AI, and they reduce hours rather than posts. Part-time contracts and hybrid roles need planning before the tools arrive. See the seniority outlook below.

What if you hired fewer juniors?

Your 2036 seniors are the juniors you hire today.

Seniors available in 2036-6%1 FTE short

Gap above 5% from2029

Your seniority mix today

Juniors (0 to 1 yrs in the profession)50%Seniors (4+ yrs)15%

Mid-level (1 to 4 yrs in the profession, the remainder)35%

Cut in junior hiring -40%

For

Advanced settings

Juniors promoted each year30%Juniors leaving each year30%Senior gap filled by external hiring0%If every company makes the same bet, senior profiles will be scarce and expensive.

Seniority mix, % of today's headcount

Juniors50%Mid-level34%Seniors14%

2026 2036

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How the numbers are built

Every headcount figure combines four assumptions. Three come pre-filled from public research and job family defaults. The strategic ceiling is yours to set.

Public researchExposureAverage automation potential of the job's tasks, from the ILO's 2025 task-level scores.

Your decisionStrategic ceilingHow much of that potential you choose to capture. Your decision, not ours.

Your companyAdoption speedHow fast your company moves, set once for the whole company.

Job family defaultConversion to headcountHow much of the productivity gain becomes fewer people rather than more output.

Headcount effect

Seniority outlook

A flow model with three levels of experience in the profession. Promotion and exit rates are set so that today's mix stays stable when hiring does not change: any gap you see comes from the junior hiring cut alone.