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Talent Pool Estimator

How many candidates do I need to find to make one hire?

Work out how many profiles your searches need to return, and how many people to contact each week, to make your hires on time. Enter your hires, deadline and your own conversion rates — the plan updates as you type.

How the estimate works

The calculator runs your hiring funnel backwards. Hires ÷ offer acceptance = offers. Offers ÷ interview-to-offer rate = interviews. Interviews ÷ screen pass rate = replies you need. Replies ÷ reply rate = people to contact. People to contact ÷ the share of search results that fit = the profiles your searches must return. Each step rounds up, because you can't contact half a person. Dividing contacts by the weeks you have gives a weekly outreach target. The rates are yours — the defaults are only examples.

Fit rate
Of the profiles a search returns, the share good enough to contact.
Reply rate
Share of people contacted who answer, yes or no.
Offer acceptance
Share of offers that are accepted.

How the plan changes with your numbers

Using the example rates (30% fit, 20% reply, 50% screen pass, 25% interview-to-offer, 80% acceptance) unless stated.

ScenarioProfiles neededPeople to contactInterviewsContacts / week
1 hire, default rates26780814
1 hire, better replies (30%)1805489
3 hires, default rates5341601620
3 hires, niche role (10% fit)1,6001601620

Raising the reply rate from 20% to 30% cuts outreach by a third — the first message matters.

Keep in mind

  • The defaults are example assumptions, not market statistics. Your numbers will differ by role, seniority and country.
  • Gulf notice periods (often one to three months) mean a signed offer isn't a start date. Plan the start separately.
  • Funnels for nationals-only roles behave differently; track them separately.

Fill the top of the funnel

Build wider searches with the Boolean search generator and job title synonyms, lift your reply rate with the subject line tester, and pick channels with the sourcing channel picker.

Frequently asked questions

How many candidates do I need to source for one hire?

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It depends entirely on your own conversion rates, which is why this tool asks for them instead of quoting an industry figure. Divide the hires you need by your offer-acceptance rate, then by your interview-to-offer rate, your screen pass rate, your reply rate and the share of search results worth contacting — rounding up at every step. That gives the people you need at each stage.

Where do I get my conversion rates?

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From your ATS or a simple spreadsheet of your last few hires: how many people you messaged, how many replied, how many you screened, interviewed and offered, and how many accepted. If you have no data yet, start with the example rates and replace them after two or three weeks of sourcing.

Why is the number of search results so much bigger than the hires?

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Every stage loses people: many profiles aren't a real fit, most people don't reply, and some decline offers or have long notice periods. Small improvements early in the funnel — a better-targeted search, a more personal first message — reduce the pool you need far more than anything at the offer stage.

My search returns fewer profiles than the tool says I need. What now?

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Widen the search: add title synonyms in English and Arabic, move one must-have skill to 'nice-to-have', add more GCC cities or open the role to relocation. Also add channels that bring candidates to you, such as referrals and a free job post.

Does this use MenaJobs candidate data?

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No. The tool doesn't claim how many candidates exist in any market or on MenaJobs. Every number comes from the hires, timeline and rates you enter.

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From the start of sourcing to signed offers.

Your conversion rates

%

Example assumptions — replace every rate with your own numbers from your ATS or recent searches.

%
%
%
%
TALENT POOL PLANBased on the conversion rates you entered

Find 267 profiles to make 1 hire

Profiles your searches must return
267

30% of results fit well enough to contact

People to contact
80

20% reply

Replies / screening calls
16

50% pass the screen

Interviews (shortlist)
8

25% get an offer

Offers
2

80% accept

Hires
1

Weekly pace

New people to contact each week
14
Interviews to schedule each week
2
  • Spread over 6 weeks. Front-load outreach: replies and notice periods take time.
  • These are your assumptions, not market data. Replace them with last quarter's numbers from your ATS for a real plan.
  • If your searches return fewer than 267 profiles, widen them: add title synonyms, move a must-have skill to "nice to have", or add cities.

Your funnel and weekly outreach target by email — handy for the hiring manager.