How Workday Grades and Ranks Candidates

The short version

• Workday ranks applicants with HiredScore, which it sells as AI-driven candidate grading. The output is a letter grade from A to D, not a percentage.
• We found no Workday feature that ranks applicants by a Match Score. The nearest Recruiting term, Skills Match Score, belongs to a feature Workday plans to retire.
• Workday defines each grade by how many of the job's basic and preferred qualifications your resume meets. The model and the threshold for an A are not published.
• The documented purpose is prioritisation, not rejection. Workday's own guide says C and D candidates might still be a fit.
• Practical consequence: the grade decides your position in a list, and position decides whether a human ever opens your file.

Workday sits behind a very large share of enterprise applications, and it is the system job seekers describe most often as a black box. That reputation is earned, but not for the reason usually given. The problem is not that Workday rejects people secretly. It is that the ranking happens entirely on the recruiter's side of the screen, and the parts Workday does document sit in recruiter and administrator documentation written for employers, not applicants.

That gap is worth looking at directly, because the space between what a vendor documents and what candidates assume is where nearly all bad job-search advice grows.

Is there a Workday Match Score?

Not for applicants. If you searched for a Workday match score, the feature that grades applicants is HiredScore Spotlight, where an employer uses it, and it produces a grade rather than a number. Workday's responsible-AI page describes match grades for candidates' reported qualifications against the job's requirements, on an A to D scale where A is the closest match.

Workday Recruiting does document one score with match in its name. Candidate Skills Match compares skills from your application and resume with skills on the requisition, weights required skills more heavily, and labels the result Strong, Good, Fair or Low. It ignores how recently you acquired a skill, how long you used it, and your total years of experience. Workday says it plans to retire the feature.

Employers can also build their own number. Workday's candidate rating templates let an administrator weight chosen application fields, such as degree and city in Workday's own example, and total them into a score. The formula is the employer's, not Workday's.

Workday does use the exact name Match Score, but outside recruiting. In Workday People Analytics, Match Score compares an existing employee's skills with the skills listed on their job profile, on a scale of 0 to 1, with a Match Score Signal such as Low, Fair, Good or Strong. It is built to find skill gaps in a current workforce, not to rank applicants for a requisition.

What the HiredScore grade measures

The grading layer is HiredScore, which Workday announced it would acquire in February 2024 and folded into its recruiting product. Workday markets it as AI-driven candidate grading that spotlights top talent for the recruiter.

Workday's Candidate Grades reference defines each letter by comparing your resume with the job description's qualifications, split into basic (required) and preferred.

Fit & Gap, a Spotlight feature, shows the recruiter which basic and preferred requirements your parsed resume meets and which it does not. In its opt-in large language model version it explains each result and points to the supporting part of your profile, such as experience, education, skills or certifications. Workday says these results contribute to the overall grade.

Every verb Workday uses for HiredScore grading is about surfacing: identify, spotlight, prioritise, grade. None is about removing, and nothing we found in Workday's documentation describes a grade taking a candidate off a requisition. Workday's Spotlight guide says C and D candidates might still be a fit. Its example is a recruiter screening a grade C engineer who has a bachelor's degree instead of the requested master's, but more relevant experience.

That matters because it puts the grade in the same category as the ranking behaviour in Greenhouse and Lever: an ordering applied to a pile, not a gate applied to a person.

What Workday does not say

Here is where the documentation stops. Greenhouse documents its automated rejection feature down to the supported question types and the notification behaviour. Workday documents what each grade means, but not the model that decides whether a qualification counts as met, how qualifications are weighed against each other, or the threshold that separates an A from a B.

Its responsible-AI page goes further, and includes a disclaimer that is easy to skim past and worth quoting.

A company that was certain its product merely assists a human decision would have little reason to leave that question open. Workday leaves it open in both directions. The page also cautions that outcomes may differ with job requirements, candidate pools, workflow design, configuration choices and human review processes, a reminder that what the grade does in practice depends on each employer's setup.

Workday does report an independent analysis. A third party, Secretariat, examined Workday's use of Spotlight on its own applicants, covering US residents applying for greater New York City roles between September 2025 and February 2026, and found no evidence of disparate impact based on the calculated impact ratios. That is a meaningful disclosure about fairness. It covers one employer's data and says nothing about what your grade is made of.

Why ordering is the whole game

If the grade does not reject you, it is tempting to conclude it does not matter. That conclusion is wrong, and it is wrong in a way that costs people interviews.

Workday's own guidance explains why. The Spotlight guide tells recruiters they can use the grade column to list the most qualified candidates first, and states that candidates with top grades are the most likely to reach the interview stage.

A recruiter working a requisition with several hundred applicants does not read several hundred applications. They work down a sorted list until they have enough people to advance, and then they stop. Nobody is rejected at the bottom of that list. They are simply never reached, which produces an identical outcome through an entirely different mechanism.

This is the honest version of what people mean when they say the ATS filtered them out. The filtering is real. It is just ranking rather than deletion, and that distinction changes what you can do about it.

Since Workday does not publish the model behind its grade, the controllable inputs are whether your experience is extracted correctly and stated in terms the requisition actually uses. A grade computed over badly parsed text is a grade computed over the wrong document.

What to do about a grade you cannot see

Optimising for an undisclosed model is not possible, and anyone selling you a Workday score is estimating it. What is possible is getting the documented inputs right: a resume that parses, set against the qualifications the job description lists.

• Make sure the text extracts cleanly. The grade is computed against your parsed resume, not your layout.
• Attach a resume in a supported format. Without one, HiredScore assigns no grade at all.
• State each basic qualification you meet in plain words. The letters are defined by basic qualifications met, so a requirement you never mention gives the evaluation nothing to point to. This is the part worth tailoring for each application.
• Use the requisition's own vocabulary where it honestly describes your work, since context beats repetition.
• Complete the structured form fields properly. Workday builds your candidate profile from the form, so it matters even though the grade reads the resume.
• Answer the questionnaire carefully. Workday documents automatic declines based on questionnaire answers, which is how you can be disqualified outright. It documents nothing comparable for the grade.
• Ignore percentage targets. HiredScore produces a letter, and the threshold for an A is not published.

None of that is exciting, and you will never see your grade to confirm it moved. It is still the only set of actions grounded in what Workday has actually published.

Frequently asked questions