"This question is a Diagnosis Question.
Let's follow the template for answering Diagnosis Questions:
Ask clarifying questions
List potential high level reasons
Gather context (with TROPIC method!)
Establish a theory of probably cause
Test theories
Give a potential solution
Summarize
Ask Clarifying Questions
Before we begin, it's important to ask clarifying questions if necessary. This question is quite straight forward so we may not have ma"
Exponent - "This question is a Diagnosis Question.
Let's follow the template for answering Diagnosis Questions:
Ask clarifying questions
List potential high level reasons
Gather context (with TROPIC method!)
Establish a theory of probably cause
Test theories
Give a potential solution
Summarize
Ask Clarifying Questions
Before we begin, it's important to ask clarifying questions if necessary. This question is quite straight forward so we may not have ma"See full answer
"Clarifying and assumption
When we say financial security, are we talking about authentication, fraud detection or money laundering? Assumption: Fraud detection. Focusing specifically on transaction-level fraud.
Is this an internal AI implementation or an external third-party service we provide to multiple financial businesses? Assumption: External Third-party AI financial security product.
Requirements
Need to detect when fraudulent transactions happen.
**Detection stra"
Darpan D. - "Clarifying and assumption
When we say financial security, are we talking about authentication, fraud detection or money laundering? Assumption: Fraud detection. Focusing specifically on transaction-level fraud.
Is this an internal AI implementation or an external third-party service we provide to multiple financial businesses? Assumption: External Third-party AI financial security product.
Requirements
Need to detect when fraudulent transactions happen.
**Detection stra"See full answer
"You should identify this type of interview question as an Expansion problem, since we're expanding to a new market. This is similar to a growth problem, with a few additional components. This is the formula you should use when tackling these types of interview questions:
Ask clarifying questions
Perform user analysis
Market risk analysis
State goals
Perform channel analysis
Prioritize growth channels
Strategy
Summarize
Without further"
Exponent - "You should identify this type of interview question as an Expansion problem, since we're expanding to a new market. This is similar to a growth problem, with a few additional components. This is the formula you should use when tackling these types of interview questions:
Ask clarifying questions
Perform user analysis
Market risk analysis
State goals
Perform channel analysis
Prioritize growth channels
Strategy
Summarize
Without further"See full answer
"Hi Chris, this is John from CISCO. How have you been? This is with respect to our earlier communication regarding your order which was supposed to be completed by end Sep 24. Can you recall that conversation? Unfortunately, I am compelled to inform you that the shipment pertaining to your order is now delayed and the reason for that is severe climatic conditions in Chaina caused plant shut down there for several days. Hence we are expecting atleast a month of delay and we now expect to serve you"
Zaeem B. - "Hi Chris, this is John from CISCO. How have you been? This is with respect to our earlier communication regarding your order which was supposed to be completed by end Sep 24. Can you recall that conversation? Unfortunately, I am compelled to inform you that the shipment pertaining to your order is now delayed and the reason for that is severe climatic conditions in Chaina caused plant shut down there for several days. Hence we are expecting atleast a month of delay and we now expect to serve you"See full answer
Product Manager
Execution
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"This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical product rather that one already built. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive a"
Exponent - "This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical product rather that one already built. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive a"See full answer
"You should be able to identify this as a Measure Success question. These kinds of questions are used to test your analytical skills, as well as your ability to track project progress post-launch.
Recall the strategy for tackling them methodically and thoroughly:
Ask clarifying questions
State the goal of the feature / product
Behavior Mapping / UX Flow Mapping
Provide criteria to prioritize metrics
Prioritize metrics
Summarize
Let's begin!
Ask cl"
Exponent - "You should be able to identify this as a Measure Success question. These kinds of questions are used to test your analytical skills, as well as your ability to track project progress post-launch.
Recall the strategy for tackling them methodically and thoroughly:
Ask clarifying questions
State the goal of the feature / product
Behavior Mapping / UX Flow Mapping
Provide criteria to prioritize metrics
Prioritize metrics
Summarize
Let's begin!
Ask cl"See full answer
"I would target any demographic where their natural sense of "smell" is diminished or no longer available (consumer). I would also target commercial market opportunities in the food and cosmetics (specifically fragrance)."
Jenny L. - "I would target any demographic where their natural sense of "smell" is diminished or no longer available (consumer). I would also target commercial market opportunities in the food and cosmetics (specifically fragrance)."See full answer
"This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical change rather than one already built. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive an"
Exponent - "This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical change rather than one already built. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive an"See full answer
"Drew the following framework - Maturity of the tech (if it is too mature then consider buying), Competitors (how many, when are they launching this new tech etc.), Market Share of competitors, Financial considerations (build vs buy NVP), Collaborators for this tech, Economic Climate (Anti-trust, crisis etc.)"
Joohi M. - "Drew the following framework - Maturity of the tech (if it is too mature then consider buying), Competitors (how many, when are they launching this new tech etc.), Market Share of competitors, Financial considerations (build vs buy NVP), Collaborators for this tech, Economic Climate (Anti-trust, crisis etc.)"See full answer
"Get an audience with the big player -
1) Talk about the camera tech KPI that your company has improved/
2) Talk about the technology itself
3) Talk about how it's better than the big player's competitors
4) Show a demo through a few benchmarks
5) Promise the big company that your company will support their product end to end if integrated into their product
6) Try to differentiate on pricing
7) Also show how the big player can win more in the market - maybe more user acquisition, or more engage"
Joohi M. - "Get an audience with the big player -
1) Talk about the camera tech KPI that your company has improved/
2) Talk about the technology itself
3) Talk about how it's better than the big player's competitors
4) Show a demo through a few benchmarks
5) Promise the big company that your company will support their product end to end if integrated into their product
6) Try to differentiate on pricing
7) Also show how the big player can win more in the market - maybe more user acquisition, or more engage"See full answer
"Goals; Customer engagement/ acquisition;
Persona: 60-70;
User journey:
Selecting the right flight → Adding details → Selecting the best coupon for payment;
Web-Check in;
At the airport: Luggage check-in;
Boarding;
Flight Travel;
Arrival: Collecting the luggage from belt;
I would be focusing on the first two steps: Selecting right flight + and web check-in → That seems the most challenging aspect an elderly;
Pain Points/ Challenges:
Selecting the right flight (Duration/ Pric"
Shanti informatics - "Goals; Customer engagement/ acquisition;
Persona: 60-70;
User journey:
Selecting the right flight → Adding details → Selecting the best coupon for payment;
Web-Check in;
At the airport: Luggage check-in;
Boarding;
Flight Travel;
Arrival: Collecting the luggage from belt;
I would be focusing on the first two steps: Selecting right flight + and web check-in → That seems the most challenging aspect an elderly;
Pain Points/ Challenges:
Selecting the right flight (Duration/ Pric"See full answer
"Instagram is social media app where you can share photo and video to others. Impressions is an important metrics to track because it shows how many contents that users see.
Clarify Questions:
Is this drop happen suddenly or gradually? - Gradually
How long has it been happening? - Last 3 months
Is it happen globally or in certain region? - Globally
Is the drop happen to all user segments (age, new/existing, active/less active users)? - all user segments
When calculating an impressions,"
Nayla D. - "Instagram is social media app where you can share photo and video to others. Impressions is an important metrics to track because it shows how many contents that users see.
Clarify Questions:
Is this drop happen suddenly or gradually? - Gradually
How long has it been happening? - Last 3 months
Is it happen globally or in certain region? - Globally
Is the drop happen to all user segments (age, new/existing, active/less active users)? - all user segments
When calculating an impressions,"See full answer
"Below data was given in a an excel.
Data of 6 weeks, at a weekly level of COVID samples collected and tested
Age Group, Population size, # tested, # positive, gender
My approach:
Tried to understand the trend of positivity rate of each group across weeks and cumulative level
There is no variation across weeks, and each cohort exhibited similar pattern in all the weeks. So looked at cumulative data of 6 weeks.
No clear goal/objective set by the interviewer for vaccine distributio"
RestlessMonk - "Below data was given in a an excel.
Data of 6 weeks, at a weekly level of COVID samples collected and tested
Age Group, Population size, # tested, # positive, gender
My approach:
Tried to understand the trend of positivity rate of each group across weeks and cumulative level
There is no variation across weeks, and each cohort exhibited similar pattern in all the weeks. So looked at cumulative data of 6 weeks.
No clear goal/objective set by the interviewer for vaccine distributio"See full answer
"This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"
Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"See full answer
"You should be able to easily identify this as a Measure Success question. These kinds of questions are used to test your analytical skills, as well as your ability to track project progress post-launch. It also provides the interviewer confidence in your ability to think about analytics pre-emptively.
Recall the strategy for tackling them methodically and thoroughly:
Ask clarifying questions
State the goal of the feature / product
Behavior Mapping / UX Flow Mapping
**"
Exponent - "You should be able to easily identify this as a Measure Success question. These kinds of questions are used to test your analytical skills, as well as your ability to track project progress post-launch. It also provides the interviewer confidence in your ability to think about analytics pre-emptively.
Recall the strategy for tackling them methodically and thoroughly:
Ask clarifying questions
State the goal of the feature / product
Behavior Mapping / UX Flow Mapping
**"See full answer
"This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"
Exponent - "This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"See full answer
"First Contextual Questions: Opportunities & Threats for whom? Assuming for Google Maps only
Approach:
Google’s Vision & Mission > Where does Maps fit into that?
Analysing use case that Google Maps serve?
SWOT Analysis
My View
## Google Vision & Mission: To organize world’s information and make it universally accessible and useful
Google Maps Strategic Fit: _Google Maps provides organization of geographic information, allows users to change/add/delete c"
Sourabh M. - "First Contextual Questions: Opportunities & Threats for whom? Assuming for Google Maps only
Approach:
Google’s Vision & Mission > Where does Maps fit into that?
Analysing use case that Google Maps serve?
SWOT Analysis
My View
## Google Vision & Mission: To organize world’s information and make it universally accessible and useful
Google Maps Strategic Fit: _Google Maps provides organization of geographic information, allows users to change/add/delete c"See full answer