What happens after you apply for a job? Inside the applicant review process

After you apply, your application usually lands in an applicant tracking system or an inbox, may be checked against a few yes-or-no screening questions, and is then read, by a person, software or both, against a short list of things the employer decided the job needs. Only a small share of applicants get a call. Most of the delay and silence that follows has more to do with the employer’s process than with you.

We make screening software that employers use to review applications, so we see this process from the employer’s side. This article is for the people on the other side of it.

The usual path

Every employer is different, and timings vary from days to months, but most follow some version of this:

Stage	What happens
Received	Your application is stored. Many systems send an automatic confirmation.
Screening questions	Yes-or-no checks, such as a required licence or the right to work, are applied.
First review	Someone, or something, reads your application against the job’s requirements.
Phone or video screen	A short call to confirm interest, logistics and one or two key requirements.
Interviews	One or more rounds, sometimes with a short exercise.
Decision and offer	The employer chooses, makes an offer, and (ideally) tells everyone else.

Many employers review applications in batches, often after a posting closes or once enough have arrived. Silence in the first week rarely means a decision.

Who reads your application

It depends on the employer. Small businesses often read every application themselves. Larger employers usually use an applicant tracking system, and some use software that filters or ranks applicants before a person sees them.

You may have read that “75% of resumes are rejected by an ATS before a human sees them”. We couldn’t find any study or published data behind that figure, and the articles that repeat it don’t link to one. There is better evidence of a related problem: in a survey of 2,275 employers, Harvard Business School and Accenture (2021) found that 88% of those using software to filter or rank applicants said it screened out qualified high-skills candidates at least some of the time, because they didn’t match the exact criteria in the job description.

Some places now require employers to tell you when AI is involved. Since 1 January 2026, most Ontario employers with 25 or more employees must say in the posting whether they use AI to screen, assess or select applicants. New York City requires notice before an automated employment decision tool is used on you, and Illinois requires notice under its Human Rights Act. Our article on job posting disclosure rules has the details and the official sources.

What the reader is looking for

Whoever reads your application is usually checking it against a short list: a few must-haves and some nice-to-haves. The best employers write these as things they can see evidence of, such as “has run a month-end close independently”, rather than as keywords.

That means the most useful thing your application can do is make the evidence easy to find:

• Answer the requirements directly. If the posting asks for experience running payroll, say that you ran payroll, for how many people, and for how long. Don’t make the reader infer it from a job title.
• Say what you did, not what you were near. “Prepared the audit files” is evidence. “Supported the audit process” may be too, but the reader can’t tell.
• Use numbers that give scale. Team size, number of clients, volume, budget, a before-and-after.
• Answer screening questions exactly and honestly. A yes-or-no question about a licence or the right to work is often applied automatically. A wrong answer can end an application that would otherwise have gone through, and a false one usually comes out later.
• Match the employer’s words where they’re accurate. If the posting says “month-end close” and you call it “closing the books”, use both. This isn’t gaming a filter; it’s making sure any reader recognises what you did.

Our guide for employers on what counts as evidence shows how a careful reader grades these things. It’s a useful checklist from your side too.

About AI-written applications

Many applicants now draft resumes and cover letters with AI tools, and many employers know it. The result is that polished, confident wording no longer stands out, because almost everyone has it. What still stands out is specificity: real numbers, real situations, things only you could have written. If you use an AI tool, use it to tighten your own account, and check that every claim is true and something you could talk about in an interview.

Things you can’t control

It’s worth being honest about this. Screening isn’t always fair, even when no one intends it to be unfair. In a study that sent more than 83,000 fictitious applications to jobs at 108 of the largest U.S. employers, Kline, Rose and Walters (2022) found that distinctively Black names reduced the chance of an employer making contact by 2.1 percentage points, with large differences between companies. A Toronto study found that resumes with English-sounding names received interview requests 40% more often than otherwise identical resumes with Chinese, Indian or Pakistani names (Oreopoulos, NBER, 2009).

Other things outside your control: the job may have been filled internally, the budget may have changed, or the posting may not reflect a real vacancy at all. Our article on ghost jobs covers what’s known about that.

Why you often hear nothing

Employers stay silent for ordinary reasons: they haven’t reviewed the batch yet, they’re waiting on a first-choice candidate, or their system doesn’t send rejections and nobody does it by hand. None of these are good reasons, but they are common.

Some rules now require an answer at least after an interview. In Ontario, most employers with 25 or more employees must tell applicants they interviewed, within 45 days of the last interview, whether a hiring decision has been made. If you’ve interviewed and heard nothing for two weeks, a short, polite email asking about timing is reasonable.

If the employer uses SortTheStack

Since we make screening software, here’s exactly what happens to an application in an employer’s SortTheStack account. If you applied through the employer’s careers page, you’ll get an automatic confirmation that your application was received. If you applied by email and the employer set screening questions, you’ll be sent a link to answer them. Your application is read against the employer’s written requirements, and each one is marked met, not met or unclear, with the lines from your application that support it quoted for the employer to check. It doesn’t produce a score.

Automatic exclusion can happen in two ways, both set by the employer: a screening question with a fixed yes-or-no rule, such as a required licence, and an optional setting, off unless the employer turns it on, that lets the AI set aside clear mismatches. The employer can override either. A rejection email is sent only when someone at the employer chooses to reject you. If you’re still at the interview stage when the employer closes the job, you’ll get a neutral notice that a decision has been made. The hiring decision is always made by people.

Sources

• Fuller, J. B., Raman, M., Sage-Gavin, E., & Hines, K. (2021). Hidden workers: Untapped talent. Harvard Business School Project on Managing the Future of Work and Accenture.
• Kline, P., Rose, E. K., & Walters, C. R. (2022). Systemic discrimination among large U.S. employers. The Quarterly Journal of Economics, 137(4), 1963–2036. doi.org/10.1093/qje/qjac024
• Oreopoulos, P. (2009). Why do skilled immigrants struggle in the labor market? A field experiment with six thousand resumes (NBER Working Paper 15036), as summarised in the NBER Digest, September 2009.
• Ontario Ministry of Labour, Immigration, Training and Skills Development, Requirements related to publicly advertised job postings, accessed 12 October 2026.