◆ Fashion Design

What a fashion buyer
really does.

6 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

6evidenced tasks
1systems it runs on
This is what one task looks like here
Analyze sales data and market trends
Analyse last six months of SKU-level sell-through and markdown history…1 sources agree

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The work, task by task

6 tasks
Hands on the work5
Analyze sales data and market trends+
Analyse last six months of SKU-level sell-through and markdown history alongside current market trend snippets, flag slow movers, identify four high-potential categories for reorders with suggested open-to-buy and rationale, deliver a one-page summary by Wednesday.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Attend fashion shows and trade events+
Attend the Paris showroom calendar and priority press previews this season, capture three runway themes, list five new vendor contacts with notes on lead times and MOQ, and produce a two-slide brief for the buying team by the Monday after the last show.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Select products based on analysis and trends+
Select 60 SKUs for the autumn drop using last season sell-through, current trend signals, margin targets and assortment balance, allocate quantities by store cluster, and produce a purchase list with rationale and risk notes for Friday's buying meeting.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Negotiate prices and purchasing terms with suppliers+
Negotiate final price, payment terms and return policy for the spring capsule with Preferred Textiles, propose a two-tiered discount tied to volume and 60-day payment, and draft the concession points and target rates to sign off with finance by Thursday.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Build and maintain relationships with vendors+
Call the top ten vendors to review open orders, confirm seasonal lead times, propose a biweekly forecast call for the next six months, and update the supplier scorecard with delivery, quality and responsiveness notes before Friday close.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice1
Review weekly trading reports and sales performance+
Review the weekly trading pack, reconcile actuals against plan at category and SKU level, flag three priority actions for underperforming lines with suggested markdown or reallocation, and send the one-page action plan to merchandising by Tuesday noon.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?

What the work runs on

named inside the evidenced tasks

The same task, four heights

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ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where a fashion buyer actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

Where the evidence lives

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Questions people actually ask

A buyer spends much of the day looking at sales numbers and stock levels in Excel. You open the weekly trading report, check which styles sold, which sizes are low, and mark slow sellers.

Then you use those numbers to plan what to reorder, what to discount, and what to stop buying. That analysis guides meetings with merchandising, the store team, and buyers who cover other categories.

Start by learning Excel well — formulas, pivot tables, and simple charts — because buyers use it to read sales and plan buys. Get an entry job in retail: sales floor, replenishment, or as an assistant in a buying team.

Volunteer to help with stock counts, small ordering or market research. Go to trade events and small wholesale shows to learn brands and practice talking to vendors.

You will use Excel and weekly trading reports that show units sold, sell-through rate (percent sold of stock), and current inventory by SKU (stock keeping unit).

Buyers also use emails and shared spreadsheets to track orders, and sometimes simple purchasing tools tied to suppliers, but Excel is the central system for analysis.

A buyer decides what to buy and negotiates with suppliers. A merchandiser plans how to present and price that stock in stores. There’s overlap: both read sales data and trends.

In small companies one person often does both roles. In larger retailers they’re separate: the buyer focuses on supplier deals and ranges; the merchandiser focuses on allocation, display, and pricing.

Watch sell-through rate (aim for the company target, often 30–60% depending on category), current weeks of cover (how many weeks current stock will last at current sales), and size or color gaps. Slow sell-through and high weeks of cover signal overstock.

Flag SKUs with drop in sell-through for markdown or stop-replenish decisions, and raise orders for fast-moving SKUs to avoid out-of-stocks.

Go with a clear brief based on your sales data: categories you need, price points, and missing styles or sizes. At the show, note exact supplier names, minimum order quantities, lead times, and sample quality.

Take photos, get line sheets with SKU codes and wholesale prices, then compare to your Excel analysis before you negotiate. Don’t buy on impulse — use the data to decide.

Both matter, but building and keeping vendor relationships is slightly more valuable long-term. Good relationships get you better lead times, flexibility on minimum orders, and problem fixes if stock is late.

Negotiation is used during ordering, but you negotiate from a place of trust and history. Keep suppliers informed with clear forecasts and regular performance reviews backed by sales reports.