Select MOST/LEAST appropriate actions (SJT)

Situational Judgment Test (SJT): Picking the MOST and LEAST Suitable Action

This item mirrors the layout of a pre-interview Situational Judgment Test (SJT) — the format that appears in Google's hiring assessment and comparable screens. There is no code to write, no behavioral anecdote to tell, and no interviewer in the room: you read a brief workplace scenario and, from a fixed set of actions, pick the one you would be MOST likely to take and the one you would be LEAST likely to take. Take the role of an analyst or individual contributor at a large organization whose policies are standard and spelled out explicitly on data confidentiality, respectful workplace conduct, and handling sensitive information only on company-issued equipment. For each of the three scenarios that follow, choose exactly one MOST likely action and one LEAST likely action, and be ready to defend the reasoning for both.

Constraints & Assumptions

• The policies as written are hard rules rather than recommendations: confidential or sensitive data may be handled only on company equipment, and every employee bears responsibility for a safe and respectful workplace.
• Your choice must come from the options provided — you may not add a fifth action of your own (say, "call the IT help desk"). If a better real-world step exists outside the list, mention it in your reasoning, but still select the best option that is actually available.
• The three scenarios stand alone, yet the persona you answer with should stay consistent throughout: the same values have to drive each pick.
• A genuine deadline or time crunch is real pressure, but on its own it does not grant permission to violate a confidentiality or respect policy.

Clarifying Questions to Ask

A strong candidate pins down the scope before answering. Sensible questions to raise up front:

1. Do the listed policies count as hard requirements with no documented exceptions, or can a manager approve an override?
2. Is there an on-call, IT, or security escalation route, even though it does not appear among the answer choices?
3. Does "MOST/LEAST likely" call for my gut reaction or the most defensible professional action? (For scoring, treat it as the most defensible action.)
4. Under these policies, is partial disclosure — spoken aloud only, or with identifiers removed — handled the same way as full disclosure?

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Part 1: Sensitive employee data, deadline, broken work laptop

A senior leader needs an analysis from you by tomorrow, and the deadline is tight. The dataset contains sensitive employee information. Company policy requires that sensitive data be accessed only on company equipment. It is after business hours, and the analysis software on your work laptop keeps failing with errors you cannot resolve. Which action would you be MOST likely and LEAST likely to take?

• A. Email the data to your personal laptop so you can attempt the analysis there.
• B. Send the data to a coworker who does not normally have access to it, so they can try the analysis.
• C. Tell the senior leader that technical problems will cause you to miss the deadline.
• D. Strip out the confidential portions of the data, then attempt the analysis on your personal laptop.

Hint — Find the option that breaks no rule: Three of the four choices relocate sensitive data to a place the policy prohibits. Before ranking anything, single out the one option that leaves the confidentiality safeguard completely untouched — even if it takes longer. Hint — Rank the rule-breaking options: When more than one option breaks a policy, the worst offender typically does something beyond the breach itself: it broadens the circle of people who can see the data (least privilege) and drags an additional, unauthorized individual into the violation. That added damage is difficult to reverse.

What This Part Should Cover

• Seeing that a deadline does not trump a confidentiality control, and citing the policy by name.
• Spotting the single option that is fully compliant and marking it MOST.
• Telling apart levels of violation: why handing data to an unauthorized third party is worse than moving it to your own machine or deciding for yourself that it is "de-identified."
• Knowing that de-identification may be reversible, and that judging what counts as confidential is not the candidate's call to make.

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Part 2: Inappropriate comment, respectful-workplace policy

You hear a new analyst on your team tell your coworker that they "don't look like someone who works in this industry." Your coworker laughed at the time, but afterward tells you the remark left them uncomfortable. Company policy holds every employee responsible for maintaining a safe and respectful work environment. Which action would you be MOST likely and LEAST likely to take?

• A. Suggest your coworker speak to the new analyst about the comment.
• B. Talk to the person who made that comment about how the remark was inappropriate.
• C. Send out a general email to your team about respecting other coworkers.
• D. Give the coworker who received the comment advice on how to better "fit in" at work.

Hint — Address the source, protect the target: The strongest choice fixes the behavior at its origin and backs the person who was hurt — without requiring the hurt person to change anything. Two of the options push the burden onto the wrong party; one does real harm.

What This Part Should Cover

• Responding to an incident you witnessed in a direct and proportionate way, instead of deflecting or putting on a show.
• Refusing to hand the job of resolving it to the person who was harmed.
• Treating the victim-blaming option as harmful rather than merely useless, which makes it the obvious LEAST.
• Exercising judgment about escalation: dealing with it directly at first, while recognizing when a repeated pattern would justify bringing in a manager or HR.

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Part 3: Confidential report, coworker has only a personal laptop

Your team shared a confidential report with senior leaders that should not be shared on non-company equipment. The report's main author is on vacation. A leader asks an urgent follow-up question. You message your coworker, but they don't remember the details and only have a personal laptop with them. Which action would you be MOST likely and LEAST likely to take?

• A. Contact your coworker and read the relevant report section aloud to them.
• B. Ask the stakeholder if you can provide a response the following week.
• C. Email a copy of the report to your coworker's personal email account.
• D. Schedule a video conference with your coworker and screen-share the report section.

Hint — Compare how the information leaves your hands: Each of the four options weighs urgency against a confidentiality control. Tell them apart by what they leave behind: a lasting copy stored off the company system is the breach you can least undo, whereas a spoken-only exchange produces no file and puts nothing on screen on the personal device.

What This Part Should Cover

• Applying the same "control outranks urgency" rule from Part 1, this time sorting the options by how the disclosure happens.
• Seeing that sending a copy to a personal account leaves a durable, uncontrolled artifact — the breach that is hardest to reverse.
• Weighing the real close call for MOST (speaking the content aloud versus postponing the answer) and explaining the reasoning.
• Noting that screen-sharing still displays confidential content on a device that is not company-issued, even if no file remains.

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What a Strong Answer Covers

Over the three parts together, what the interviewer wants is a single coherent professional persona, not three unrelated guesses:

• One stable hierarchy of values. The same priorities — confidentiality and security, respect, and setting honest expectations — steer every decision. Being compliant in one scenario and taking the convenient route in another is the biggest warning sign an SJT can show.
• A principled stance that is not naive. Policies outrank deadlines, yet the candidate still looks for the most responsive action that stays compliant instead of simply refusing to engage.
• The capacity to rank "bad" options, not merely identify the good one. MOST/LEAST scoring rewards putting violations in order: disclosure to a third party and direct interpersonal harm rank worst because they are difficult to undo and leave records behind.
• Reasoning that is clear and free of blame, naming the binding constraint in each scenario and explaining both the MOST and the LEAST chosen.

Follow-up Questions

1. In Part 3, would your MOST-likely answer shift if your coworker were the only person able to answer, and speaking the content aloud were explicitly forbidden? Describe how you would reply to the leader.
2. Such tests deliberately restate the same value in different words (and, in the Likert portion, with statements that are nearly identical). How would you keep your responses internally consistent over a whole assessment?
3. For each scenario, which real-world step beyond the four options would you take first, and why is it not among the choices?
4. When two options each plainly break a rule, what general tie-breaker settles which one is "LEAST likely"? Overview: This item assesses situational judgment, ethical decision-making, and adherence to data confidentiality and respectful-workplace policies as they apply to a Data Scientist role. Solution

What This Test Is Really Measuring

This is a Situational Judgment Test (SJT) — the format that shows up in Google's hiring assessment and in comparable pre-interview screens. There is no code, no behavioral anecdote, and no interviewer. You read a workplace scenario and choose the action you are MOST likely and LEAST likely to take. Scoring rewards a steady, well-calibrated professional persona, and two principles carry nearly every item:

1. Take the "extreme" position on the dimensions that count. On ethics, confidentiality, security, and respect, adopt the plainly principled stance every time. There is no partial credit for being pragmatically loose with a policy.
2. Stay consistent from item to item. The test deliberately rephrases the same underlying value across different scenarios (and, in the Likert section, with statements that are nearly identical). Answering "compliant" on one item and "convenient" on another is a major warning sign. Choose a persona — the analyst who never bends a confidentiality rule, who confronts disrespect directly, who escalates through the proper channels — and maintain it for the entire assessment. A dependable rule for deciding MOST versus LEAST:

• MOST likely = the option that contains the problem without producing a fresh violation: follow policy, use the approved channel, set expectations, step in directly and respectfully.
• LEAST likely = the option that creates a new violation or harm: moving sensitive data into personal or unauthorized hands, blaming the victim, taking the convenient shortcut around a stated rule. When two options both look bad, the worse one is typically the one that (a) exposes sensitive data to an extra person, or (b) inflicts direct interpersonal harm — neither is easy to undo, and both leave an audit trail.

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Part 1 — Sensitive employee data, deadline, broken work laptop

The binding constraint: policy states that sensitive data may be accessed only on company equipment. The deadline is genuine, but it does not outweigh a confidentiality control. Three of the four options break that control; just one does not.

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Part 2 — Inappropriate comment, respectful-workplace policy

The binding constraint: each employee is answerable for a safe and respectful environment, and a coworker has told you the remark ("you don't look like someone who works in this industry") left them uncomfortable. The correct response tackles the behavior where it started while backing the person who was hurt — and never requires the hurt person to change.