ICSR processing • Seriousness and causality • MedDRA • Signals and PBRERs • 2026

Pharmacovigilance Interview Questions

30 questions What each one tests, an answer frame, a spoken answer 33 min read

This page is for drug safety associates, case processors and scientists preparing for a pharmacovigilance interview, whether you are a fresher from pharmacy or life sciences or moving up from case entry. Expect a few questions on why you chose drug safety, a solid block on core concepts such as valid cases, seriousness, causality, coding and expectedness, and several scenarios where a case is messy or a deadline is close. Each question shows what the interviewer is checking, a shape for your answer and a short answer you could say aloud. Rules and timelines differ by region, so check the ones that apply to the team you are joining.

Search all questions by round, difficulty and level, or save the ones you want to practise.

Motivation 3 questions

Easy Screening round Fresher, Mid-level Practice question

1. Walk me through how you came into pharmacovigilance and what made you choose drug safety.

What the interviewer is really testing:
Whether you picked this field on purpose and understand what the daily work involves, rather than taking the first life-sciences job on offer.
Answer frame:

Background: your degree or earlier role in one or two lines.

The moment: what made drug safety click for you, such as a course module, a project or a patient you saw.

Why now: what you have done to prepare and what you want to learn first.

Sample spoken answer:

"I studied pharmacy, and in my final year we had a module on adverse drug reactions where we looked at real case reports. What struck me was that a medicine can pass every trial and still show a new risk once thousands of people use it, and someone has to catch that. After graduating I did a short course in pharmacovigilance and practised reading case reports and coding events. I like work where detail matters and there's a clear reason behind every rule. I want to start in case processing because that's where you really learn how a report turns into safety data, and later I'd like to move towards medical review or signal work."

Red flag to avoid:

Saying you applied because it's a desk job with fixed hours, with nothing about patient safety or the work itself.

They may ask next:
  • What did your course or project teach you that surprised you?
  • Where do you see yourself in pharmacovigilance in three years?
Say it in 60 seconds
Easy Screening round Fresher, Mid-level Practice question

2. This team processes safety cases for several products. Why do you want case processing work, and what do you expect a normal day to look like?

What the interviewer is really testing:
Whether you have a realistic picture of the job: steady case volume, deadlines, quality checks and a lot of reading, not glamorous research.
Answer frame:

Your picture of the day: intake, triage, data entry, coding, narratives, quality checks.

Why it suits you: attention to detail, comfort with routine that has a purpose.

What you bring: medical knowledge, reading speed, any database or course practice.

Sample spoken answer:

"I expect a day built around a case queue. I'd pick up new reports, check whether each one is valid, look for duplicates, enter the data, code the events and drugs, assess seriousness, write the narrative and send it on for quality review, all while keeping an eye on due dates. Some cases will need follow-up questions to the reporter. I know it's repetitive in places, but I like that each case is a real patient and each field ends up in safety data someone relies on. My pharmacy background helps me read medical history and drug names quickly, and I'm careful by nature, which matters more here than speed on day one."

Red flag to avoid:

Describing the job as research or clinical decision-making, with no mention of deadlines, volume or quality review.

They may ask next:
  • Which part of that day do you think you'll find hardest at first?
  • How would you handle working to a daily case target?
Say it in 60 seconds
Easy Screening round Fresher, Mid-level Practice question

3. Why pharmacovigilance rather than clinical research, regulatory affairs or medical writing?

What the interviewer is really testing:
Whether you know how drug safety differs from neighbouring life-sciences careers and chose it for a reason you can explain.
Answer frame:

The difference: safety follows a medicine for its whole life, not just the trial or the submission.

What pulls you: the link from a single report to a label change or a warning.

Fair view of the others: show you considered them, without running them down.

Sample spoken answer:

"I looked at all three. Clinical research is mostly about running the trial well, and regulatory affairs is about getting and keeping the approval. Pharmacovigilance runs through the whole life of the medicine, from the first trial patient to years after launch, and it's the part that answers one question: is this still safe for the people taking it? I like that a single well-processed case can be part of the evidence that changes a label or adds a warning. Medical writing appeals to me too, and narrative writing in safety gives me some of that, but I'd rather be close to the actual patient data."

Red flag to avoid:

Admitting you applied to all of them and this was the first offer, or not knowing what the other fields do.

They may ask next:
  • How does pharmacovigilance work with the clinical and regulatory teams?
  • Which of those other fields would you consider later, and why?
Say it in 60 seconds

Core Concepts 2 questions

Easy Role knowledge round Fresher Practice question

4. In simple words, what is pharmacovigilance, and why do we still need it once a drug has been approved?

What the interviewer is really testing:
Whether you understand the purpose behind the work, especially the limits of clinical trials, and can explain it without jargon.
Answer frame:

Definition: the science and activities of detecting, assessing, understanding and preventing adverse effects and other drug-related problems.

Trial limits: trials are small, short, and exclude many groups of patients.

Real world: rare, delayed and interaction effects only show up after wide use.

Sample spoken answer:

"Pharmacovigilance is the work of detecting, assessing, understanding and preventing adverse effects and other problems with medicines. We need it after approval because clinical trials, however well run, have limits. They include a limited number of people, they run for a limited time, and they often leave out the elderly, pregnant women, children and people on many other medicines. So a reaction that happens in one patient in ten thousand, or only after years of use, or only with a certain other drug, may never appear in a trial. Once the medicine is used widely, reports from doctors, patients and literature are how those risks come to light, and that's what lets companies and regulators update labels and protect patients."

Red flag to avoid:

Defining it as only collecting side effects, with no idea why approval doesn't settle the safety question.

They may ask next:
  • Where do post-marketing safety reports come from?
  • Can you think of a kind of patient who is usually missing from trials?
Say it in 60 seconds
Easy Role knowledge round Fresher, Mid-level Practice question

5. What is the difference between an adverse event, an adverse drug reaction and a serious adverse event?

What the interviewer is really testing:
Whether you know that an adverse event needs no proof of cause, what makes it a reaction, and that seriousness is a separate question.
Answer frame:

Adverse event: any unwanted medical occurrence in a patient given the drug, causal or not.

Adverse drug reaction: a harmful, unintended response where a causal link is at least a reasonable possibility.

Serious: meets one of the seriousness criteria, whatever the causality.

Sample spoken answer:

"An adverse event is any unwanted medical occurrence in someone who has taken the medicine, whether or not the drug caused it. If a patient on a blood pressure tablet breaks their arm in a fall, that's still an adverse event. An adverse drug reaction is narrower: it's a harmful, unintended response to the drug where a causal relationship is at least a reasonable possibility. A serious adverse event is any event that results in death, is life-threatening, needs hospitalisation or prolongs one, causes persistent or significant disability, causes a congenital anomaly, or is judged medically important. So seriousness and causality are two separate questions. An event can be serious and unrelated, or related and not serious."

Red flag to avoid:

Treating adverse event and side effect as the same thing, or mixing up serious with severe.

They may ask next:
  • Is every adverse drug reaction also an adverse event?
  • Why do we collect adverse events at all if many aren't caused by the drug?
Say it in 60 seconds

Case Assessment 6 questions

Medium Role knowledge round Fresher, Mid-level Practice question

6. A patient reports a severe headache that kept them in bed for a day. Is that a serious case? Explain how you decide.

What the interviewer is really testing:
Whether you separate severity (intensity) from seriousness (outcome-based regulatory criteria) and know what life-threatening and hospitalisation really mean.
Answer frame:

Severity: how intense the event is, mild to severe.

Seriousness: fixed criteria based on outcome, such as death or inpatient hospitalisation.

Tricky criteria: life-threatening means at real risk of death at the time; medically important is a judgement.

Apply it: this headache is severe but, on these facts, not serious.

Sample spoken answer:

"On what's described, no. Severity and seriousness are different things. Severity is intensity, so a headache can be mild, moderate or severe. Seriousness follows fixed criteria: death, life-threatening, inpatient hospitalisation or prolonged hospitalisation, persistent or significant disability, congenital anomaly, or another medically important event. A day in bed isn't any of those. Life-threatening also has a strict meaning: the patient was actually at risk of death when the event happened, not that it might have become fatal if it got worse. I'd still read the whole report, because if the headache turned out to be a bleed in the brain, or they were admitted, the answer changes. And if I'm unsure about medical importance, I'd flag it for the medical reviewer rather than guess."

Red flag to avoid:

Calling it serious because the reporter used the word severe.

They may ask next:
  • Is a visit to the emergency department without admission a serious case?
  • Which event would you call medically important even though no other criterion is met?
Say it in 60 seconds
Medium Role knowledge round Fresher, Mid-level Practice question

7. How do you assess causality for an adverse event, and which methods have you used?

What the interviewer is really testing:
Whether you know the clinical factors behind causality and at least one standard method, and understand that it's a structured judgement, not a formula.
Answer frame:

Factors: time to onset, dechallenge, rechallenge, other causes, known pharmacology.

Methods: WHO-UMC categories, the Naranjo scale, or a company's own scale.

Limits: incomplete data often means possible or unassessable, and that's honest.

Sample spoken answer:

"I look at a few things. Does the timing make sense between starting the drug and the event? Did it improve when the drug was stopped, which is dechallenge, and come back if it was restarted, which is rechallenge? Is there another explanation, like the disease itself, another medicine or a known condition? And is the reaction known for this drug or its class? The WHO-UMC system puts the answer into categories from certain and probable through possible and unlikely, down to conditional or unassessable when information is missing. The Naranjo scale does something similar with a set of scored questions. I've mostly used WHO-UMC. Whatever the method, I record my reasons, because a category without reasons is hard to review or defend."

Red flag to avoid:

Saying causality is whatever the reporter says, or that it's always related because the patient took the drug.

They may ask next:
  • What is a positive rechallenge, and why is it so persuasive?
  • When would you choose unassessable instead of possible?
Say it in 60 seconds
Hard Role knowledge round Mid-level, Senior Practice question

8. How do you decide whether an event is expected? And what's the difference between listed and labelled?

What the interviewer is really testing:
Whether you judge expectedness against the right reference document and understand that greater severity or specificity makes an event unexpected.
Answer frame:

Reference: the reference safety information, such as the core data sheet or local label for marketed drugs, or the investigator's brochure for trials.

Nature, severity, specificity, outcome: if any goes beyond the reference, it's unexpected.

Listed versus labelled: listed means in the company core safety information; labelled means in a given country's label.

Why it matters: expectedness drives which cases are expedited.

Sample spoken answer:

"Expectedness is always judged against a reference document, not against what I've read in general. For a marketed product that's the company's core safety information or the local label, and in a trial it's the reference safety information, usually in the investigator's brochure. An event is unexpected if its nature, severity, specificity or outcome isn't consistent with that reference. So if the label mentions hepatitis and the case is liver failure, that's unexpected by severity. If the label says stroke and the case is a more specific event like cerebral thromboembolism, it's unexpected by specificity. Listed and labelled split the same idea: listed means it's in the core company safety information, labelled means it's in one country's approved label. Because labels differ, one event can be labelled in one country and unlabelled in another."

Red flag to avoid:

Calling an event expected because it's a well-known class effect, without checking the product's reference document.

They may ask next:
  • If the label lists an event but not a fatal outcome, how do you treat a fatal case?
  • Why can't you use a medical textbook to decide expectedness?
Say it in 60 seconds
Hard Situational round Mid-level, Senior Practice question

9. The reporting doctor says the drug caused the event. Our medical reviewer thinks it's clearly the patient's disease. How is causality recorded, and does the case still get reported?

What the interviewer is really testing:
Whether you know that both opinions are recorded and that the company can't downgrade the reporter's causality to avoid reporting.
Answer frame:

Two opinions: reporter causality and company causality are recorded separately.

Reporting rule: the company can't downgrade the reporter's causality to skip reporting; in a trial, both opinions go with the report.

Company view: the reviewer's reasoning goes in the company comment.

Spontaneous reports: generally treated as suspected reactions anyway.

Sample spoken answer:

"Both opinions get recorded, separately. The doctor's view goes in as the reporter's causality, and our medical reviewer's view goes in as the company assessment, with the reasoning in the company comment. What the company can't do is downgrade the reporter's opinion to avoid reporting. In a trial that rule is spelled out: if the sponsor disagrees with the investigator, the case is still handled as related and both opinions go with the report. For a spontaneous report, the reporter's suspicion is enough, and spontaneous reports are generally treated as suspected reactions anyway, because someone chose to report them. So if this case is serious and unexpected, it still goes as an expedited report. The reviewer's reasoning isn't wasted, though. It tells anyone reading the case later, including in signal review, why the disease looks like the more likely cause."

Red flag to avoid:

Saying the company's opinion replaces the doctor's, so the case can be downgraded and not reported.

They may ask next:
  • What if it's the other way round: the reporter says unrelated, but the company thinks it's related?
  • Where does the company's reasoning appear in the submitted report?
Say it in 60 seconds
Medium Behavioral round Mid-level, Senior Practice question

10. Tell me about a time you disagreed with a colleague or reviewer about coding, seriousness or causality on a case.

What the interviewer is really testing:
Whether you can challenge a decision using the source, the conventions and the SOP, stay respectful, and accept the final call.
Answer frame:

The disagreement: what the other person decided and what you thought.

Your evidence: the source text, the coding convention or the definition.

How you raised it: privately, calmly, with the reason.

Outcome: who decided and what you took away.

Sample spoken answer:

"A colleague marked a case non-serious where a patient went to the emergency department with a severe allergic reaction and was sent home the same day. I agreed it wasn't a hospitalisation, but the report said the patient had swelling of the throat and needed adrenaline. I felt it met the medically important criterion. I didn't change it myself. I messaged her with the part of the source I meant and the definition from our SOP, and asked what she thought. She said she'd only looked at the outcome. We took it to the medical reviewer, who agreed it should be serious. What I took away is that it's always easier when you bring the exact words from the source and the rule, not just your opinion."

Red flag to avoid:

Changing a colleague's assessment without telling them, or dropping a real concern to avoid friction.

They may ask next:
  • What if the reviewer had disagreed with you?
  • Who has the final say on seriousness in your team?
Say it in 60 seconds
Hard Behavioral round Mid-level, Senior Practice question

11. Tell me about the most complex safety case you've worked on. What made it hard, and how did you handle it?

What the interviewer is really testing:
Whether you can manage many suspect drugs, events and follow-ups in one case while keeping the assessment clear and well documented.
Answer frame:

The case: what made it complex, such as many drugs, many events or conflicting sources.

Your approach: a timeline, one event at a time, clear assumptions.

Judgement calls: what you escalated and why.

Result: how the case came out and what you'd do the same next time.

Sample spoken answer:

"It was a literature case about an elderly patient on eight medicines, two of them our products, who developed kidney injury, low sodium and confusion, and later died. The article mentioned the drugs in a table and the events in the discussion, so it was hard to see what happened when. I began by building a simple timeline from every date in the paper. That showed our first product was started months before, but the second was started days before the kidney injury. I coded each event separately rather than lumping them, because the causality was different for each. I flagged to the medical reviewer that the author suspected another drug, not ours, and I wrote the narrative in strict date order. The reviewer said the timeline saved a lot of time, and I now build one for every complex case."

Red flag to avoid:

Describing a hard case with no method, just 'I worked on it until it was done'.

They may ask next:
  • How do you decide which drugs are suspect and which are concomitant in a literature case?
  • How do you handle a fatal outcome when the cause of death isn't stated?
Say it in 60 seconds

Case Processing 6 questions

Easy Role knowledge round Fresher, Mid-level Practice question

12. What are the minimum criteria for a valid individual case safety report, and what counts as identifiable?

What the interviewer is really testing:
Whether you know the four elements cold and understand that identifiable means enough to show a real person, not a full name.
Answer frame:

The four: an identifiable reporter, an identifiable patient, at least one suspect product, at least one adverse event.

Identifiable patient: any one qualifier, such as initials, age or age group, sex, or date of birth.

Identifiable reporter: enough detail to confirm a real person reported it, ideally with a way to contact them.

If one is missing: record it and follow up; don't throw it away.

Sample spoken answer:

"A valid case needs four things: an identifiable reporter, an identifiable patient, at least one suspect product and at least one adverse event or reaction. Identifiable doesn't mean a full name. For the patient, one qualifier is enough, such as initials, age or an age group, sex or date of birth, so that we know it's a specific person. For the reporter, we need enough to know a real person made the report, like a name, a qualification or contact details. If one element is missing, the case isn't valid yet, but I don't discard it. I log it, try to get the missing detail through follow-up, and the moment all four are present, that becomes the case's day zero."

Red flag to avoid:

Saying the patient's full name is required, or that an invalid report can simply be deleted.

They may ask next:
  • A report says an elderly woman had a rash after starting our drug. Is the patient identifiable?
  • What happens to reports that never become valid?
Say it in 60 seconds
Medium Role knowledge round Fresher, Mid-level Practice question

13. Walk me through the life of a spontaneous case, from the moment it arrives until it's submitted and closed.

What the interviewer is really testing:
Whether you can describe the full processing chain in order and know why each step exists.
Answer frame:

Intake and triage: receive, log, check validity, check for duplicates, set priority from seriousness and due date.

Data entry and assessment: enter data, code events and drugs, assess seriousness, expectedness and causality.

Narrative and review: write the narrative, quality check, medical review.

Submit and follow up: report to authorities or partners in the right format and time, then chase missing details.

Sample spoken answer:

"First the report arrives through a call, email, form or literature, and it's logged with the date we received it. At triage I check the four minimum criteria, run a duplicate search, and make a first call on seriousness so urgent cases go to the top. Then comes data entry: patient details, history, suspect and other drugs, events, dates, lab results and outcome. I code the events in MedDRA and the drugs against the product dictionary, and the case is assessed for seriousness, expectedness and causality. I write the narrative, then the case goes through a quality check and medical review. After that it's submitted electronically to the authorities or partners that need it, within their timelines. If details are missing, we send follow-up questions, and new information reopens the case as a follow-up version."

Red flag to avoid:

Skipping the duplicate check or quality review, or not knowing that follow-up information updates the same case.

They may ask next:
  • Which step do you think causes most errors, and why?
  • What changes when the source is a clinical trial rather than a spontaneous report?
Say it in 60 seconds
Medium Situational round Fresher, Mid-level Practice question

14. A pharmacist calls and says several of her customers have had rashes on our product, but gives no details about any of them. What do you do?

What the interviewer is really testing:
Whether you recognise a report without an identifiable patient, keep the information, and try to turn it into valid cases rather than ignoring it.
Answer frame:

Validity: reporter, product and event are there, but no identifiable patient, so no valid case yet.

Don't lose it: record the report as per the process, with the date received.

Follow up: ask for any patient qualifier, like age or sex, for each customer.

Outcome: each patient who becomes identifiable becomes a separate case.

Sample spoken answer:

"Right now it's not a valid case, because there's no identifiable patient. 'Several customers' isn't a specific person. But I wouldn't just close it. I'd log the call with the date and her contact details, as our process says, and follow up while she's still on the line if I can. I'd ask if she can give anything about each person: age, sex, initials, when they started the product, and what the rash was like. If she can, each identifiable customer becomes its own case, and day zero is the date that minimum information came in. If she can't, it stays recorded as an invalid report, and it can still be useful as background information in safety review."

Red flag to avoid:

Creating one case for 'several customers', or ignoring the call because it isn't valid.

They may ask next:
  • If she tells you one customer is a man in his sixties, what changes?
  • Would you create one case or several?
Say it in 60 seconds
Medium Situational round Fresher, Mid-level Practice question

15. You're entering a case and notice an existing one with the same drug, a similar event and a patient of the same age, from a different reporter. What do you do?

What the interviewer is really testing:
Whether you run a proper duplicate check across several fields and handle a probable duplicate by the process rather than by guessing.
Answer frame:

Compare: patient details, dates, event, dose, country, reporter, source.

Decide: same patient and event means a duplicate; the new report is follow-up information.

If unsure: don't merge on a hunch; check with a senior or follow up.

Why it matters: duplicates inflate counts and can create false signals.

Sample spoken answer:

"A patient in the same age group with the same drug and event from two reporters could easily be one patient, like a doctor reporting and the patient reporting too. So I'd compare everything: initials, sex, date of birth, event onset dates, dose, country, hospital, lab values. If they match, it's the same case and I'd add the new report as follow-up to the existing one, keeping both sources linked, rather than making a second case. If key details conflict, it's likely two patients and I'd process them separately. If it's in between, I wouldn't guess. I'd raise it with my lead and maybe ask the reporters a question. Duplicates matter because they double-count events and can make a signal look stronger than it is."

Red flag to avoid:

Merging cases because two fields match, or never checking for duplicates at all.

They may ask next:
  • What would you do if you found a duplicate that had already been submitted to an authority?
  • Which fields do you trust most in a duplicate search?
Say it in 60 seconds
Medium Situational round Fresher, Mid-level Practice question

16. A woman calls to say she took our medicine and has just found out she's pregnant. She feels fine. How do you handle the report?

What the interviewer is really testing:
Whether you know that special situations like pregnancy exposure are collected and followed up even with no adverse event.
Answer frame:

Special situation: pregnancy exposure is recorded even when nothing bad has happened.

Collect the basics: dose and dates of use, last period or gestational age, due date, other medicines.

Follow up: track the pregnancy to its outcome with her permission and her doctor's contact.

Care: be kind and don't give medical advice; point her to her doctor.

Sample spoken answer:

"Even though she has no symptoms, pregnancy exposure is a special situation we collect and track. I'd thank her, stay calm and not give medical advice. I'd point her to her doctor about whether to continue the medicine. Then I'd gather what the process asks for: the dose, when she started and stopped, the date of her last period or how far along she is, the expected due date, other medicines, and her doctor's details if she agrees to share them. It gets recorded on the pregnancy follow-up path, and we follow up towards the expected due date to learn the outcome, whether that's a healthy baby, a birth defect or a loss. If an adverse event is reported at any point, then it becomes a case with an event and is assessed as normal."

Red flag to avoid:

Closing the call because there's no adverse event, or telling her whether the medicine is safe to continue.

They may ask next:
  • What other special situations get collected without an adverse event?
  • Is a congenital anomaly found at birth a serious case?
Say it in 60 seconds
Medium Behavioral round Fresher, Mid-level Practice question

17. Tell me about a case where important information was missing. How did you get it, and what did you do when the reporter didn't reply?

What the interviewer is really testing:
Whether you ask targeted follow-up questions, stick to the process for reminders, and close cases properly when information never comes.
Answer frame:

The gap: what was missing and why it mattered for the assessment.

The question: how you made it easy for the reporter to answer.

No reply: reminders per the process, then documented closure.

Result: what came back, or how the case was handled without it.

Sample spoken answer:

"At my last company I had a case where a nurse reported a patient with a seizure on one of our products, but there was no dose, no start date and no history. Without those, causality was close to impossible. Instead of sending the long standard form, I wrote three short questions: the dose and start date, any history of seizures or other medicines, and the outcome. The nurse didn't reply, so I sent the reminder our process required and then tried the phone number on file. On the second attempt I reached her, and she told me the patient had epilepsy and had missed doses of their seizure medicine. That changed how the reviewer saw causality. If she'd never replied, I'd have documented every attempt and closed the follow-up as per the SOP."

Red flag to avoid:

Sending one generic form and never checking again, or making up missing details to complete the case.

They may ask next:
  • How many follow-up attempts does a process usually ask for, and who decides?
  • How do you write a follow-up question that a busy doctor will actually answer?
Say it in 60 seconds

Coding and Narratives 2 questions

Medium Role knowledge round Fresher, Mid-level Practice question

18. How is MedDRA structured, and at which level do you code a reported event? What do you do when a report gives a diagnosis and its symptoms?

What the interviewer is really testing:
Whether you know the hierarchy, code at the lowest level as close to the reporter's words as possible, and follow the usual term selection conventions.
Answer frame:

Hierarchy: System Organ Class, High Level Group Term, High Level Term, Preferred Term, Lowest Level Term.

Where you code: the Lowest Level Term closest to the reporter's words; it links up to one Preferred Term.

Diagnosis and symptoms: code the diagnosis; keep symptoms that aren't part of it.

Don't add or drop: no guessing a diagnosis the reporter didn't give.

Sample spoken answer:

"MedDRA has five levels. At the top is the System Organ Class, then High Level Group Term, High Level Term, Preferred Term, and at the bottom the Lowest Level Term. I code at the Lowest Level Term, choosing the one that matches the reporter's words most closely, and it rolls up to a Preferred Term, which is what's mostly used for analysis. Each Preferred Term has one primary System Organ Class. If the doctor reports a diagnosis with its usual symptoms, say pneumonia with fever and cough, I'd code pneumonia and not the symptoms that are typical of it. But if there's a symptom that isn't part of the diagnosis, I code that too. And I never create a diagnosis the reporter didn't make, even if the symptoms point to one."

Red flag to avoid:

Coding at System Organ Class level, or inventing a diagnosis from a list of symptoms.

They may ask next:
  • What are Standardised MedDRA Queries used for?
  • How do you code a report that just says the patient felt unwell?
Say it in 60 seconds
Medium Role knowledge round Fresher, Mid-level Practice question

19. What goes into a good case narrative, and what mistakes do you see most often in narratives?

What the interviewer is really testing:
Whether you can write a clear, chronological medical summary that a reviewer can understand without opening the source documents.
Answer frame:

Opening: reporter type, patient age and sex, suspect drug and indication.

Story in time order: history, other medicines, dose and start date, event onset, tests, treatment.

Close: dechallenge or rechallenge, outcome, reporter's causality, and what's still unknown.

Common mistakes: jumbled dates, unexplained abbreviations, adding opinions, dropping key negatives.

Sample spoken answer:

"A good narrative lets a medical reviewer understand the case without opening the source. I start with who reported it, the patient's age and sex, and the suspect drug with its indication. Then I tell the story in date order: relevant history, other medicines, the dose and start date, when the event began, what tests showed, how it was treated, whether the drug was stopped or restarted, and the outcome. I end with the reporter's causality and any details that are still missing. The mistakes I see most are dates out of order, abbreviations nobody explains, and a writer's own opinion slipped in as if the reporter said it. Another one is leaving out important negatives, like a normal liver test, which can matter a lot for causality."

Red flag to avoid:

Copying the source text word for word, or adding medical conclusions the reporter never made.

They may ask next:
  • How do you handle conflicting dates in the source document?
  • How long should a narrative be for a simple non-serious case?
Say it in 60 seconds

Signals and Reporting 2 questions

Hard Role knowledge round Mid-level, Senior Practice question

20. What is a safety signal, and how does a team go from a pile of reports to deciding a signal is real?

What the interviewer is really testing:
Whether you know a signal is a hypothesis needing checking, know the main detection methods, and can describe the steps of signal management.
Answer frame:

Definition: information suggesting a new possible causal link, or a new aspect of a known one, worth verifying.

Detection: case review, literature, and statistical disproportionality in large databases.

Management: validate, prioritise, assess, then recommend action.

Caution: a statistical signal isn't proof; reporting patterns can create noise.

Sample spoken answer:

"A signal is information, from one or more sources, that suggests a new possible causal link between a drug and an event, or a new aspect of a known link, strong enough to be worth checking. It's a hypothesis, not a conclusion. We find them by reviewing individual cases, especially serious and unexpected ones, by watching the literature, and by statistical methods in large databases, like disproportionality scores such as the proportional reporting ratio, which flag when an event is reported more often with this drug than with others. Then comes signal management: validate it by checking the cases are real and relevant, prioritise by seriousness and impact, assess all the evidence in depth, and decide on action, such as a label update, more monitoring or closing it. A high score alone never proves anything, because publicity or stimulated reporting can inflate counts."

Red flag to avoid:

Saying one serious case automatically means the drug causes the event, or that a statistical score proves causation.

They may ask next:
  • Why can disproportionality give a false signal?
  • What might a validated, confirmed signal lead to?
Say it in 60 seconds
Hard Role knowledge round Mid-level, Senior Practice question

21. What is a PSUR or PBRER, how is it different from reporting single cases, and what does the data lock point mean?

What the interviewer is really testing:
Whether you understand aggregate reporting as a periodic benefit-risk review, not a pile of cases, and know basic terms used in preparing one.
Answer frame:

Purpose: a periodic, cumulative look at the product's whole safety picture and its benefit-risk balance.

Contents: exposure, new safety information in the period, signals, risk evaluation, benefits, overall conclusion.

Data lock point: the cut-off date for data in the report.

Versus ICSRs: single cases report one patient fast; aggregate reports weigh all the evidence over time.

Sample spoken answer:

"An individual case report tells the authorities about one patient, often within days. A PSUR, or the newer format called a PBRER, steps back and looks at everything we know about the product over a period and cumulatively since approval. It covers how many patients were exposed, new safety findings from cases, trials and literature, signals opened or closed in the period, an evaluation of the known and potential risks, the evidence of benefit, and an integrated conclusion on whether the benefit-risk balance is still favourable, with any actions proposed. The data lock point is the cut-off date: data received up to that date goes in, and anything later goes in the next report. How often it's due depends on the product and the region. The PBRER's big shift was putting benefit and risk side by side, not just listing risks."

Red flag to avoid:

Describing it as just a list of every case received, with no idea of the benefit-risk evaluation.

They may ask next:
  • Which case processing mistakes would show up badly in an aggregate report?
  • What's a development safety update report, and how is it different?
Say it in 60 seconds

Compliance and Timelines 4 questions

Hard Role knowledge round Fresher, Mid-level, Senior Practice question

22. Explain day zero and how it sets the clock for expedited reporting. What happens to the clock when follow-up information arrives?

What the interviewer is really testing:
Whether you know that the clock starts when anyone in the company or its partners first has the minimum criteria, and how significant follow-up restarts it.
Answer frame:

Day zero: the date anyone in the company or acting for it first receives the four minimum criteria.

What's expedited: typically serious cases, with the fastest clocks for serious unexpected ones; exact rules vary by region.

Common clocks: 15 calendar days for serious unexpected cases; in trials, 7 calendar days for fatal or life-threatening unexpected reactions.

Follow-up: significant new information gets its own day zero and clock.

Sample spoken answer:

"Day zero is the date the company, or anyone acting for it such as a partner, a sales rep or a vendor, first has a report with all four minimum criteria. It's not when the safety team opens the email, and weekends count. From there, the logic is that the more urgent the risk, the shorter the clock. For marketed products, serious unexpected cases are commonly due within 15 calendar days, and some regions ask for all serious cases in that time and non-serious ones later. In clinical trials, fatal or life-threatening unexpected suspected reactions are due within 7 calendar days, with a complete report within about another week, and other serious unexpected ones within 15. The exact rules differ by region, so we follow each one's requirements. When significant follow-up arrives, like a new serious event or a change in causality, that receipt date becomes day zero for the follow-up report."

Red flag to avoid:

Saying the clock starts when the safety team logs the case, or that weekends pause it.

They may ask next:
  • Does day zero move if the report arrives on a Saturday?
  • What would you class as significant follow-up versus minor?
Say it in 60 seconds
Hard Situational round Mid-level, Senior Practice question

23. You discover a serious case that sat unread for ten days in a shared inbox before anyone logged it. What do you do?

What the interviewer is really testing:
Whether you know day zero can't be moved to hide a delay, prioritise the case, and treat the gap as a quality issue with a root cause.
Answer frame:

Day zero stays: it's the date the inbox received it, not today.

Act now: process and submit it first, even if it will be late.

Be open: tell your lead, log a deviation, record the reason for lateness.

Fix the cause: find why the inbox was missed and check for other cases.

Sample spoken answer:

"First, day zero is the day that email reached the company, not the day I found it. I can't change that date to make it look on time. So I'd tell my lead straight away and put the case at the top of the queue, because it may already be close to or past its deadline. We'd process and submit it as fast as quality allows, and record why it was late. Then there's the bigger problem: if one case sat there, others might have too. I'd check the rest of that inbox for anything else unlogged. Finally, it needs a deviation or quality record and a root cause, for example nobody owning that inbox on certain days, with a corrective action like a named owner and a daily check."

Red flag to avoid:

Suggesting you use today's date as day zero, or quietly processing it without telling anyone.

They may ask next:
  • What would you write as the reason for late submission?
  • How would you stop this happening again?
Say it in 60 seconds
Medium Situational round Fresher, Mid-level Practice question

24. A sales colleague mentions over lunch that a doctor told him last week about a patient hospitalised on our drug. He hasn't reported it. What do you do?

What the interviewer is really testing:
Whether you know that company awareness starts when any employee hears of an event, and that you act on it right away without making it a blame issue.
Answer frame:

Awareness: the company knew when he heard it, so the clock may already be running.

Act today: get the details and make sure it reaches the safety inbox now.

Record honestly: use the real date he heard it.

Prevent: suggest a reminder or refresher on reporting for field teams.

Sample spoken answer:

"I'd treat it as urgent, because the company became aware when he heard it, not when safety hears it. A hospitalisation also makes it serious, so the clock may be well along already. Right there I'd ask him what he knows: the doctor's name and contact, anything about the patient like age or sex, the drug, what happened, and the date the doctor told him. I'd ask him to send it to the safety inbox today, or help him do it through the usual route. The case must show the real date he learned about it, even if that makes it late. I wouldn't lecture him over lunch, but afterwards I'd let my lead know, because it might mean field teams need a quick reminder on how and when to report."

Red flag to avoid:

Telling him it's his job to sort out, or letting the report wait until he's back in the office next week.

They may ask next:
  • If he only remembers the doctor's name, is that enough to start?
  • How would you make reporting easier for field staff?
Say it in 60 seconds
Medium Culture fit round Fresher, Mid-level, Senior Practice question

25. People in drug safety say that if it isn't documented, it didn't happen. What does that mean for your daily work?

What the interviewer is really testing:
Whether you understand audit and inspection readiness and see documentation as part of the job rather than paperwork.
Answer frame:

The meaning: an auditor or inspector can only trust what's recorded.

Everyday examples: follow-up attempts, reasons for late cases, decisions and who made them.

Mindset: raise problems openly; hidden errors are worse than reported ones.

Sample spoken answer:

"It means that if an inspector asks why a case was late, or whether we tried to follow up, the only answer that counts is the record. Saying 'I did call them' isn't enough. So in daily work I document every follow-up attempt with the date and method, record why I made a judgement call, like choosing one code over another, note the reason if a case goes late, and make sure training and SOP updates I've read are signed off. It also shapes how I think about mistakes. If I find an error, I'd rather it's raised and recorded with a fix than quietly corrected, because a documented deviation with a corrective action shows a working system. A hidden one is what really worries an inspector."

Red flag to avoid:

Treating documentation as bureaucracy that gets done later when there's time.

They may ask next:
  • Have you ever been part of an audit or inspection? What did you learn?
  • How do you balance thorough documentation with case targets?
Say it in 60 seconds

Quality 5 questions

Medium Situational round Fresher, Mid-level Practice question

26. In a case you're processing, the event date is two weeks before the reported start date of the suspect drug. What do you do?

What the interviewer is really testing:
Whether you spot data that doesn't make sense, avoid correcting it on your own assumption, and resolve it through follow-up.
Answer frame:

Spot it: an event before exposure changes causality completely.

Check yourself: re-read the source for a typo, a date format mix-up or an earlier course of the drug.

Don't guess: enter what's reported and query the reporter.

Flag it: note the inconsistency in the narrative and for the reviewer.

Sample spoken answer:

"That's a big inconsistency, because if the event really started first, the drug is unlikely to have caused it. First I'd re-check the source myself. Maybe I misread it, or the dates are in a different format, like day and month swapped, or the patient had an earlier course of the same drug that isn't clear. If it's still inconsistent, I wouldn't quietly fix it to what I think is right. I'd enter the data as reported, mention the inconsistency in the narrative so the reviewer sees it, and send a follow-up question to the reporter asking them to confirm both dates. When the answer comes back, the case gets updated and causality looked at again."

Red flag to avoid:

Swapping the dates yourself because it seems obvious, without any query or note.

They may ask next:
  • What if the reporter never replies?
  • How could this error affect a later signal review?
Say it in 60 seconds
Medium Behavioral round Fresher, Mid-level Practice question

27. Tell me about a quality finding on one of your cases. What did you get wrong and what did you change?

What the interviewer is really testing:
Whether you own your errors, understand their impact on the data, and change your habits rather than just correcting the one case.
Answer frame:

The finding: what the reviewer caught, stated plainly.

Impact: why it mattered for assessment or reporting.

Fix: what you corrected in the case.

Habit change: what you now do differently every time.

Sample spoken answer:

"In my first few months, a quality reviewer found I'd coded 'liver function test increased' when the report actually gave a diagnosis of drug-induced liver injury. I'd focused on the lab values and missed the doctor's conclusion further down the page. That mattered because it made the case look much milder in analysis than it was, and it could have affected expectedness. I corrected the coding and the narrative. After that I changed my habit: before coding anything, I read the whole source once from start to end, and I look specifically for any diagnosis the reporter gives. I also started keeping a short list of my own repeat errors and checking it before sending a case to review. I haven't had that finding again."

Red flag to avoid:

Claiming you've never had a quality finding, or blaming the source document with no change on your side.

They may ask next:
  • How do you react when you think a quality finding is wrong?
  • What's the difference between a minor and a critical quality finding?
Say it in 60 seconds
Medium Behavioral round Mid-level, Senior Practice question

28. Tell me about a time your case queue built up and deadlines were close. How did you keep quality up?

What the interviewer is really testing:
Whether you prioritise by due date and seriousness, speak up early, and refuse to trade accuracy for speed.
Answer frame:

Situation: why the queue grew, such as a literature batch or staff absence.

Prioritise: sort by due date and seriousness, serious and expedited first.

Speak up: tell your lead early, with numbers, and ask for help.

Result: cases on time, and what you learned.

Sample spoken answer:

"At my last company, a large literature search returned many new articles in the same week two colleagues were on leave. My queue roughly doubled. The first thing I did was sort everything by due date and seriousness, so serious cases close to their deadline came first and non-serious ones with more time moved back. I told my lead the same day, with a count of cases due in the next few days, instead of waiting until something was late. She moved some non-serious cases to another team member. I kept my usual self-check before sending each case to review, because a rushed case that fails quality only costs more time. We submitted everything on time that week. What I learned is that flagging early, with specifics, gets help far more easily than a vague 'I'm busy'."

Red flag to avoid:

Skipping quality checks or narratives to hit the deadline, or waiting until cases were late to speak up.

They may ask next:
  • What would you have done if help wasn't available?
  • Which step would you never skip, even under pressure?
Say it in 60 seconds
Easy Behavioral round Fresher, Mid-level Practice question

29. Tell me about a time you had to learn a new safety database, SOP or client convention quickly.

What the interviewer is really testing:
Whether you learn systematically and ask the right questions early, which matters in a field full of SOPs and client-specific rules.
Answer frame:

The change: what was new and how fast you needed it.

How you learned: SOPs, training cases, notes, asking questions.

Safety net: how you avoided errors while still learning.

Result: how soon you were working on your own.

Sample spoken answer:

"When I moved onto a new client's products, they had their own conventions, like which fields were mandatory and how to write company comments, and a different database layout from what I knew. I read their case processing guideline end to end first, then worked through the training cases before touching live ones. I kept my own one-page note of everything that differed from what I was used to, and put it next to my screen. For my first couple of weeks, I asked a senior to look over my cases before quality review, and I noted every correction. Within about a month I was processing cases on my own with few findings. The note became something new joiners on that client used too."

Red flag to avoid:

Saying you learn by trial and error on live cases.

They may ask next:
  • What do you do when an SOP and a senior's advice disagree?
  • How do you keep up when an SOP is revised?
Say it in 60 seconds
Easy Culture fit round Fresher, Mid-level Practice question

30. Case processing can feel repetitive. How do you stay accurate on your fortieth case of the week?

What the interviewer is really testing:
Whether you know that routine breeds errors and have real habits to stay careful, and whether you'll be content in the role.
Answer frame:

Admit it: routine work is where attention slips.

Habits: a self-check list, reading the full source, short breaks.

Meaning: remembering each case is a real person.

Sample spoken answer:

"I'll be honest, the risk with repetitive work is that you start seeing what you expect instead of what's there. So I rely on habits, not willpower. I read the full source before entering anything, I use my own checklist before sending a case to review, and I take a short break between complex cases rather than rushing into the next one. I also try to remember that each case is a person who had something go wrong, and that the data might one day be the case that confirms a signal. That helps. And I like variety within the routine, like a literature case after a run of simple ones, so I'll ask to mix it up when I can."

Red flag to avoid:

Saying you never lose focus, or that repetitive work bores you.

They may ask next:
  • What's on your personal checklist?
  • How would you notice that your own accuracy was slipping?
Say it in 60 seconds
Were you asked something else? Share it A person checks every question before it goes on the site. No name is shown.
For the call itself

The questions above are the prep. The call has ten more.

ClapAssist is an AI interview assistant for Mac and Windows. It listens to the interview on your computer and shows you what to say, in short lines you can read while you talk. Your resume and notes are never stored on our servers. It stays out of screen share on every plan; only you can see it.

Download ClapAssist with 10 free minutes
Mac and Windows · Stays out of screen share · No card