How to screen 100 applicants without losing the best five

Author
Emilia Kruszewska
Former educator & EdTech Sales leader -> turned EdTech recruiter and talent strategist

The advert has been live for a week and your inbox holds more than a hundred applications. Some are from teachers, some from SaaS account managers, some from people whose last three jobs lasted a year each. You have a renewal season approaching and a team that is already stretched. It is tempting to skim the pile, shortlist the ten CVs that look most like your last hire, and move on.

That is how the best five get lost. In a candidate-heavy market, the challenge is not finding people. It is sorting them fairly and quickly, without rewarding the smoothest CV or the most familiar career path. Here is a routine you can run with a small team and a spreadsheet.

Score against the brief, must-haves first

Before you open a single CV, write down the handful of must-haves from your brief, the evidence of outcomes you would expect from someone who has done this well, and any real deal-breakers. Nice-to-haves go last, and they must never outrank a must-have.

Then read every CV the same way and sort it into three piles: Yes, Maybe and No.

  • Yes: call them.
  • Maybe: revisit if the Yes pile is thin.
  • No: decline, with a reason tied to the brief.

The discipline is in the reason. "Not quite right" is a feeling. "No evidence of managing multi-site rollouts, which the brief lists as a must-have" is a decision you can defend and repeat.

Read EdTech CVs for what they mean

EdTech careers are rarely linear. Strong people arrive from classrooms, lecture theatres, publishers, SaaS companies and start-ups, and they describe the same skills in very different languages. A few patterns are worth reading twice.

  • Several short start-up stints. Start-ups close, pivot and restructure. Do not label this job-hopping automatically. Ask why each role ended and what the person achieved in the time.
  • A teacher or academic with no commercial title. They may have led teams, run training, managed stakeholders and delivered to a fixed calendar. Ask what they led and what changed.
  • A long stay at one publisher or institution. Look for growing scope and change they drove, not just years served.
  • Impact language. "Improved learner engagement" can mean a great deal or nothing. Ask what engagement was before and after, what the person did, how anyone knew, and which part was theirs.

A candidate who answers those questions clearly is showing you exactly the thinking you need in the role.

Run a short, structured screening call

Aim for 20 to 30 minutes, and treat it as a structured conversation, not an interrogation. Open by saying who you are, how long the call is and what happens next. Then ask the same five questions of everyone, in the same order:

  1. What made you open to a conversation at this point?
  2. What would you change about your current role?
  3. What would a great next role look like?
  4. Tell me about the best team you have worked in. What made it good?
  5. What do you know about us and about our part of education?

Add one probing follow-up wherever an answer is vague: "Can you give me an example?" Close with logistics: salary range, notice period, location and flexibility, and right to work. Notice periods matter in EdTech, because a teacher or lecturer may have a set resignation date tied to the academic calendar. Right-to-work and role-specific checks vary by country, so take advice.

Give a short, accurate picture of the role, including the hard parts. Do not oversell.

Keep consistent notes and a simple pipeline sheet

Write your notes straight after each call, before the next one, using one template. Rate each criterion from the brief on a 1 to 5 scale with a one-line rationale, record the logistics, and end with Proceed, Hold or Decline. Keep notes factual and job-related. "Led onboarding of a number of schools in a term and built a templated pack" is useful. "Seemed good" is not. Leave out age, health, family plans, appearance, accent and religion, and store notes securely, because candidate data rules vary by country.

Then keep a pipeline sheet with one row per candidate. Useful columns are name, source, pile (Yes, Maybe, No), screening score, recommendation, next step and the date you last contacted them. A weekly glance at that sheet shows you quickly where people are waiting.

Decline quickly and kindly

You will decline far more people than you hire, and the EdTech world is small. Tell people within a few days. Keep it short: thank them, say you will not be taking the application further for this role, and add a brief reason tied to the brief where that is safe to do. If they came close, say so and offer to stay in touch. A graceful no can become a referral or a future hire.

Try this

This week, take your last ten Maybe or No CVs and re-read them against your must-haves only. For any with a short stint, a non-commercial title or vague impact language, write one question you would ask on a call. If the answers could change your view, they deserve that call.

The three pillars of an EdTech hire

At RecruitHer, we judge every search against three outcomes. Here is how this post connects to each one.

1. Minimise commercial downtime

A routine of score, call, note and decline moves candidates through quickly, so nobody waits in the pile and the seat is filled sooner.

2. Improve new-hire retention

Asking why now and what they want next, on the screening call, tests motivation before you invest more time.

3. Reduce your cost to hire

Scoring against the must-haves means your panel meets fewer, better-matched candidates, so less senior time is spent on people who were never a fit.

Frequently asked questions

How do I screen 100 applicants without losing strong people?

Score every CV against your must-haves only, sort into yes, maybe and no with a reason, and run a short, structured call for the yes and maybe groups.

What do I do with unusual career paths?

Read for what the person has done, not the job titles. Former teachers, trainers and people from other sectors often have the skills you need without the obvious label.

Do I need to reply to everyone?

It is good practice to decline kindly and promptly. It protects your employer brand in a small sector where candidates talk.

Get your copy by email

If you would like a quick reference to keep beside you, Get your copy of Your next EdTech hire, step by step, our free two-page cheat sheet, sent by email.

About RecruitHer

RecruitHer is a specialist EdTech recruitment partner. We work with EdTech companies that want to minimise commercial downtime, improve new-hire retention and reduce their cost to hire. We take the legwork off your plate, sifting CVs, screening and running first interviews, so you only meet candidates who fit your brief and fit in general. Every placement is backed by an up to 12-month guarantee.

Get your copy of Your next EdTech hire, step by step, our free cheat sheet.