How to Screen Candidates: A Stage-by-Stage Process (2026)

Last updated: 21 September 2026 · By the Asuraa Team

What is candidate screening?

Candidate screening is the process of narrowing a pool of applicants to the few who should get a full interview. It checks whether each person meets the requirements of the role, using the same yardstick for everyone.

This guide covers the human process. If you want the software side, see our explainers on AI resume screening and AI recruitment.

How to screen candidates: the five stages

Move candidates through these stages in order. Each one should remove people for a stated reason and pass the rest on.

1. Set the criteria. Decide what you are assessing before reading any resume.
2. Review resumes and applications. Check them against the criteria.
3. Hold a short phone or video screen. Confirm the basics and give the candidate a chance to ask questions.
4. Give a work-related assessment. Test the one or two skills that matter most.
5. Run a structured interview. Go deeper with the shortlist, using the same questions for everyone.

The order follows US Office of Personnel Management (OPM) guidance on designing an assessment strategy. It suggests less expensive tools early and labour-intensive methods such as interviews and work samples later, when fewer candidates remain.

How do you set screening criteria?

Start from the job, not from a resume. OPM's guidance begins with the critical competencies that come out of a job analysis, and only then picks the methods.

In practice, take your job description and mark each requirement as must-have, useful, or learnable. Turn the must-haves into three to six criteria, and write what a weak, acceptable and strong answer looks like for each. Our guide on how to write a job description shows how to get the requirements clear first.

How do you review resumes fairly?

Read each resume against the written criteria, and note evidence for each one. A simple scorecard with a 1 to 4 rating per criterion is enough.

A few habits help. Review the same section first for every resume, score criteria one at a time, and hold your overall impression until the end.

If more than one person reviews, have each score independently before you compare. Avoid using a college name or a career gap as a shortcut unless the role truly requires it.

What should a phone screen cover?

Keep it to 15 to 20 minutes and use it to confirm facts, not to judge depth. Cover the basics: whether the candidate is interested, their availability and notice period, work location, and what they expect for pay.

Ask two or three questions tied to your must-have criteria, and let the candidate ask questions too. Use the same script for everyone and write down the answers straight away.

When should you use a work sample or assessment?

Use one when a skill is critical on day one and hard to judge from a resume. OPM describes work samples as tasks that mirror actual job activities. It notes that candidates generally see them as fair and that they generally show little or no performance difference between men and women or between racial groups.

The same page warns that they are time-consuming and expensive to design and score. It also says the return is highest when they measure critical competencies needed at hire, and falls if the skills can be learned on the job.

Keep the task short and job-related, tell candidates how it will be scored, and score against a rubric. Our editorial view is that a long unpaid task is unfair to candidates, so keep it proportionate to the stage.

How do you run a structured interview?

A structured interview uses uniform methods for everyone applying to the same job. Google re:Work defines it as the same questions, standardised scoring scales and consistent predetermined qualifications.

Its steps are to define the attributes you are hiring for, draft questions with set follow-ups, and build a rubric that describes poor, borderline, solid and outstanding answers. Interviewers then record notes and score against the rubric. Google reports that structured interviews are more predictive of job performance than unstructured ones, but this is Google's own research, so treat it as one input.

How do you keep screening fair and documented?

Fairness comes from consistency. Treat all candidates the same way, use criteria linked to the job, and give feedback where you can. OPM also suggests checking outcomes across groups for adverse impact; its rule of thumb is the 80 percent rule, which comes from US practice, so use it as a reference point and not as a legal test in India.

Keep a record for every candidate: the score for each criterion, the reason they advanced or stopped, and the date. Store the data securely and only for as long as you need it.

India's Digital Personal Data Protection Act, 2023 applies to personal data handling. Law firm HLC reports that the DPDP Rules were notified on 13 November 2025, with core obligations such as notice, consent and security safeguards phased in from 13 May 2027. Check the current position with your legal adviser before you finalise your process.

What do most guides on how to screen candidates get wrong?

Most guides list tips or promote a tool. These are the gaps that matter.

• They skip the criteria. Screening without written criteria turns into gut feel.
• They put the costly step first. Long tasks and interviews for everyone waste time on both sides.
• They treat speed as the goal. A fast, inconsistent process still produces unfair and unreliable decisions.
• They ignore records. Without notes, you cannot explain a decision, review your process or reuse what you learned.

FAQ

What are the steps to screen candidates?

Set written criteria from the job, review resumes against them, hold a short phone screen, give a work-related assessment for critical skills, and run a structured interview with the shortlist. Score every candidate on the same scale and record why each one advanced or stopped.

How many candidates should I shortlist?

There is no fixed number. Decide it from the number of vacancies and the time interviewers have. A useful check is whether you can give every shortlisted candidate a proper structured interview and still decide within your planned timeline.

What is a structured interview?

A structured interview asks every candidate the same questions and scores answers with a common rating scale. Google re:Work defines it as using uniform methods to assess candidates for the same job. The aim is a fair, comparable process that reduces individual interviewer bias.

Should I use a skills test to screen candidates?

Use one when a skill is critical on day one and hard to judge from a resume. OPM notes that work samples are generally seen as fair but cost time to design and score. Keep the task short, job-related and scored against a rubric.

How can I reduce bias when screening candidates?

Use written criteria, the same questions for all, and independent scoring before discussion. Avoid shortcuts such as college names, and check outcomes across groups for adverse impact, as OPM suggests. These steps reduce bias but do not remove it, so review your process regularly.

What records should I keep when screening candidates?

Keep each candidate's scores against the criteria, the reason they advanced or stopped, and the dates. Store the data securely and keep it only as long as needed. Check India's data protection rules with your legal adviser, because phased requirements are coming into force.

Final thoughts

Good screening is a series of small, consistent decisions: criteria first, cheap checks early, deeper checks later, and notes throughout. That makes hiring fairer for candidates and easier for your team to defend and improve.

If you are a candidate reading this, you can see how your resume matches a job description with the AI resume reviewer on asuraa.in.