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Yeokgeom (역검): AI competency assessment video interviews, and how to prepare

Updated · Preterview

'Yeokgeom' (역검) is the short form Korean job seekers use for AI 역량검사, the AI competency assessment. It usually reaches you as a link from an employer with a deadline attached, and the assessment can hold three parts: a personality section, a set of strategy games, and a recorded video interview with no interviewer on the other side. Which of those you actually sit depends on how that employer configured it. This guide covers the video interview part.

Preparing for the video interview part of an AI competency assessment comes down to one habit: build six to eight experience cards, then practice telling any one of them in three beats — how you felt at the time, what you did differently from the people around you, and the result plus what you took away from it. You cannot know the prompts in advance, but you can decide now what you will say and in what order. The odds of meeting one are not small: in the 2025 hiring trends survey from Korea's Ministry of Employment and Labor, published in November 2025, AI-based aptitude or competency assessment was the most common use of AI in hiring, named by 69.8% of the employers that use AI tools to hire.

A note on scope first. This guide covers the video interview section only — the spoken answers you record in front of a camera, and specifically their content and structure. It does not cover the game tasks or personality items, and it offers no tricks for them. Assessments differ from employer to employer and their scoring is not published, so treat any material that claims to know how to raise your score with suspicion.

Video interviews feel harder than talking to a person because nobody follows up. Preparation time is short, there is no face reacting to you, and a tangled sentence cannot be rescued by the next question. Each answer has to stand on its own, which is why leading with the conclusion and knowing what fits into sixty seconds moves the outcome more than most candidates expect. These rounds are also no longer unusual. Greenhouse's 2026 Candidate AI Interview Report, a survey of 2,950 active job seekers published in May 2026, found that 63% had already been interviewed by AI — up 13 percentage points in six months.

What is yeokgeom (역검), and how is it different from an AI interview?

역검 is a two-syllable contraction of AI 역량검사 — 역 from 역량, competency, and 검 from 검사, assessment. Korean job seekers type it romanized, as yeokgeom, when they search in English, and English-language pages that actually define the word are thin on the ground. What sits behind the word is an assessment the employer licenses and sends out at a screening stage.

The gap with an AI interview is scope. 'AI interview' is a loose English label for any hiring round software conducts or scores, whichever vendor an employer happens to use. Yeokgeom names one Korean assessment family, and the video answers are only one of its parts; an invitation can also carry a personality section and strategy games, with the employer's configuration deciding which of them you sit. Practice tools sit on the other side of that line: you pick them, repeat them, and stop when you want, while the 역검 sitting that counts comes with a deadline and a result that goes to the company.

How it is scored stays with the vendor and the employer — within the published guidance there is no weighting table and no pass mark. The part that answers to preparation is the video interview, and that is what the rest of this page is about: which experiences you bring, and the order you tell them in.

What does an AI competency assessment video interview look like?

The usual format is one prompt on screen, a short window to think, and a fixed window to answer out loud to the camera. How many prompts you get, how long each window is, and whether re-recording is allowed vary by employer and by assessment. The rules in your invitation email and the pre-check screen are the authoritative version, so read those before you build a practice routine around any assumption. MIDAS Group, which built the assessment many Korean employers run, said in December 2025 that more than 1,200 companies and institutions now use it — at that scale, the details differ.

The prompts are mostly about experience. Some describe a situation and ask what you would do; others ask you to recall something that actually happened. The decisive difference from a human interview is that no one asks a follow-up, so if you spend the whole window setting up the situation, the answer that remains has no account of what you actually did.

Scoring is not published. This guide does not know it either, and material claiming otherwise is worth discounting. What a candidate controls is what they say and in what order — and that part reliably improves with practice.

What can you prepare, and what can you not?

Four things repay preparation: the set of experiences you will draw on, the three-beat shape you pour them into, a feel for how much fits into a minute, and delivery in front of a camera — pace, filler words, where you look. All four get reused no matter which prompt appears, which makes them the highest-return place to spend practice time.

Hunting for the right answer to game tasks or personality items is a different matter, and not one this guide takes up. Playing a character you are not tends to produce answers that contradict each other, and it also drifts away from the real experiences you describe in the video section. The vendor says the same: when MIDAS IN opened its official tutorial, it explained that the assessment is not a test of correct answers but a read on how someone judges and acts while working toward one.

Nor is complete preparation a thing that exists. Assessment formats change and the prompts are not published. What you can do is arrive with reusable material and a reusable shape, so that even facing an unfamiliar prompt you can choose an experience and order it within the thinking window. That is usually where the visible difference comes from.

Start with the raw material: six to eight experience cards

Each card has five fields: the situation in one line, what you personally did, the result (with a number when you have one), how you felt at the time, and what you learned. Choose experiences along different axes so they do not overlap — a disagreement, a failure, a deadline crunch, something you did for the first time, a time you persuaded someone, a time the standard approach did not work and you changed it. That set covers most prompts.

One experience can serve several prompts. The same project can be told as a conflict story or a failure story, so tag each card with the angles it can be pulled from. If choosing a card takes only a few seconds, the rest of your thinking window goes into sharpening the opening sentence.

Do not leave the feelings field blank. Video prompts often ask directly how you felt, and without that field the answer sounds like a status report. It does not have to be a flattering feeling either — anxious, aggrieved, self-conscious: those words usually explain the action that followed better than anything else you could say.

The three beats: how you felt, what you did differently, the result and the lesson

For a one-minute prompt, roughly ten seconds of situation, fifteen on how you felt, twenty on what you did differently, and fifteen on the result and the lesson works well. Open with the conclusion. A single line like 'The time our team split on a decision and I proposed we agree on criteria first' lets the listener follow whatever comes next. HireVue, whose platform runs many recorded interview rounds, states the constraint plainly in its candidate guidance: “Most on-demand interviews ask you to give your answer in just a few minutes. It's helpful to think about how you will illustrate your skills clearly in that timeframe.”

The beat candidates most often leave empty is what they did differently. Working hard does not fill it. 'Most people were heading toward A; I chose B, because…' gives the judgment something to be measured against. This is also where you separate what the team did from what you did yourself.

Do not end on a number — add one sentence about the lesson. 'I did X and the result was Y, so since then I check Z first' is short and lands hard. A lesson that shows up in later behavior is what makes an experience read as growth, and when time runs short, keeping that sentence and trimming the setup is the better trade.

How do you practice holding up in front of a camera?

Recording yourself on a phone and watching it back is the fastest method. Three to five passes on the same prompt is usually enough for the sentences to settle. Avoid memorizing a script, though — the moment you reach for a memorized line your eyes drift upward and the delivery turns into reading. Memorize the three keywords and rebuild the sentences each time.

When you review, check only three things: whether the first sentence is the conclusion, how often fillers appear, and whether the pace is comfortable to your own ear. Look at the lens rather than at your own face on the screen — that is what reads as eye contact on the other side.

Sorting out the environment removes a whole class of accidents. Lighting that does not shadow your face, a quiet room, the most stable network you can get, and a permissions check for browser, microphone, and camera. HireVue's candidate checklist is blunt about where the light goes: “Make sure it's in front of you—lighting from behind makes it hard to see you.” A single rehearsal under the real conditions takes most of the surprise out of the day itself.

Can AI mock interviews help you practice video interview answers?

For sharpening the answers themselves, yes. In Preterview, three AI interviewers who have read your resume, portfolio, and the job posting ask questions by voice, and when you answer out loud they follow up on what you just said. Because the flow drills into one experience through feeling, differentiation, and result, you come out with material you can reuse directly in a video interview.

Each session ends with a report: scores across five competencies, delivery analysis covering pace and filler words, and per-answer notes on what was thin and how it could have been said. The thing hardest to judge when you record yourself alone is whether an answer was specific enough, and that is precisely what the report addresses answer by answer.

One boundary worth stating plainly. Preterview does not reproduce any particular employer's assessment and does not predict its score, and it does not touch game tasks or personality items. What it trains is the content, structure, and delivery of the answers you will speak. A portfolio review is free once a day, so you can check the quality of the output first, while a full mock interview runs on purchased passes.

Sources and scope

Key takeaways

  • 63% of job seekers had already been interviewed by AI in Greenhouse's May 2026 survey of 2,950 candidates, up 13 points in six months. Prepare on the assumption that the round is coming.
  • You cannot know the prompts, but you can build the material. Six to eight experience cards on different axes is most of the preparation.
  • Tell each experience in three beats — how you felt, what you did differently, the result and the lesson — and open with the conclusion.
  • The beat that goes missing most often is what you did differently. Name the alternative you rejected so your judgment is visible.
  • Memorize keywords, not scripts, and record three to five passes. Look at the lens, not at your own face on the screen.
  • Be skeptical of anything selling game or personality 'strategies' or complete preparation. The scoring is not published.

Frequently asked questions

How do I prepare for an AI competency assessment video interview?

Build six to eight experience cards, then practice telling one experience in three beats — how you felt, what you did differently, the result and the lesson — recording three to five passes. Rather than guessing the prompts, arrive with material and a shape that work for any of them.

Is yeokgeom the same as an AI interview?

They overlap without matching. 'AI interview' is a general English label for any hiring round that software conducts or scores. Yeokgeom (역검) is Korean shorthand for AI 역량검사, one assessment family an employer sends out at a screening stage, and its video interview usually arrives packaged with a personality section and strategy games. The overlap is that video part, where you speak recorded answers to a camera either way, so preparation carries across.

Do I take yeokgeom for a company, or can I practice it on my own?

Both, in different senses. The sitting that counts comes from an employer, with a window to finish inside and a result that returns to that employer. The same assessment also has a jobseeker-facing platform, JOBDA (jobda.im), where applicants sit it for themselves and carry the result into applications (checked September 2026). Rehearsing the spoken answers needs no platform at all: a phone camera, a prompt you have not seen before, and three to five passes cover most of it.

How widely are these assessments actually used?

Widely enough to plan for. In Korea's 2025 hiring trends survey, published in November 2025 with 396 of the country's 500 largest employers responding, 21.7% used AI tools in hiring, and 69.8% of those named AI-based aptitude or competency assessment — the most common use. Another 74.5% planned to adopt or expand AI in hiring, and 67.5% of them pointed to the same category.

Can I practice the game tasks or personality items too?

Those fall outside this guide and outside what Preterview does, and no strategies for them are offered here. What you can prepare is the video interview section: the content and structure of the answers you speak to the camera.

How long should each answer be?

It varies by assessment and employer, so the time stated in your invitation is the one that matters. Before you have that, practicing at forty-five to sixty seconds on the assumption of a one-minute window is a safe default. When time is tight, cut the setup and keep the closing lesson.

Should I memorize a script?

Memorizing whole answers is not recommended. Reaching for a memorized line makes your gaze wander and the delivery sound like reading. Fix the three keywords and the opening sentence, improvise the rest, and you will also handle prompts you did not anticipate.

What kinds of questions come up in these video interviews?

Mostly experience questions: a disagreement, a failure, a deadline crunch, a first attempt at something, a time you persuaded someone. They frequently ask how you felt, what you did differently from others, and what the result and the lesson were.

Will AI mock interviews raise my assessment score?

No one can claim that, because the scoring is not published. What an AI mock interview does is train the content, structure, and delivery of your answers — and that training gives you organized material to speak from in the video interview.