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Behavioral
10 months ago
Which of your skills do you think would be most valuable in this position?
UX ResearcherData Science ManagerEngineering ManagerUX Designer

Instagram

JP Morgan

ServiceNow

+1

Thank you for the question. I have been working as a data engineer for a combined total of three years, working closely with business leaders and engineers at different enterprises. where my main focus and speciality was in building reliable data pipelines that supports business decision making. I also have experience running a solo consultancy firm, where I have had the opportunity to consult and build end to end data products for businesses, which has allowed to be explore and hone my leadership, and communication skills on top of my technical expertise. Above all. in addition to the skills  I have learnt over the last three years, my experience in academia, especially as a consequence of my PhD research, I have a strong preference and a proven track record  in delivering complex analytical tasks.  All of the above essentially package me up as  an ideal candidate for this role.

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10 months ago
SituationalBehavioral
10 months ago
Tell me about a time you had to say no to a client while still maintaining a good relationship.
Technical Account Manager

Instagram

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10 months ago
System DesignTechnical
10 months ago
If you had to design the system architecture for Instagram from scratch, how would you go about it?
Technical Program Manager

Instagram

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10 months ago
System Design
10 months ago
What are the key considerations when designing a reliable asynchronous job processing system?
Technical Program Manager

Instagram

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10 months ago
Behavioral
10 months ago
What do you think are your top 3 personality traits that make you succeed? How do they align with Instagram?
Technical Program Manager

Instagram

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10 months ago
Behavioral
10 months ago
Tell me about an instance when you were proved wrong.
Program ManagerEngineering ManagerUX DesignerUX Researcher

Instagram

nCino Logo

nCino

Grab Logo

Grab

Pushed for single tenancy of application because of monolith and legacy architecture but had to move to multi tenancy later on because of scalability issues.

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10 months ago
Product Case
10 months ago
How do you determine the rate of retention for a specific product?
Data Scientist

Instagram

OpenDoor Logo

OpenDoor

Faire Logo

Faire

If it's a subscription based product,  After usage of the product I check how many users continue with the subscriotion after 7 days, 15days, 1 month, 3 months and 6 month. The % of users who continue to have the subscriotion after the above time periods are the retained users



For non subscription products, I can check weekly or monthly retention by finding % of users who come back to product the week or month after using

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10 months ago
TechnicalRole Related Knowledge
10 months ago
What steps do you take to ensure a smooth closing process?
Technical Account Manager

Instagram

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10 months ago
Problem SolvingSituationalRole Related Knowledge
10 months ago
Suppose two Instagram creators come to you with allegations of content theft. How would you address the situation fairly while adhering to Instagram’s guidelines?
Customer Experience LeadCustomer Service Representative

Instagram

Pinterest Logo

Pinterest

Medium Logo

Medium

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10 months ago
XFN Leadership
10 months ago
Can you share some examples of how you have addressed stakeholder concerns and navigated challenging situations?
Engineering ManagerData Science ManagerML Engineering Manager

Instagram

Procore Technologies Logo

Procore Technologies

Grafana Labs Logo

Grafana Labs

+1

Yeah, so let me break it down in terms of the first part of the question, which is who are typically my stakeholders. So I often work with startups, in which case stakeholders are often my CEO, my co-founders, cross-functional partners in design, marketing, at times compliance and legal, and then oftentimes just the investors, straight up. And for the second part of the question, you asked what's a time that we didn't meet expectations in a timely manner, and how do I go about managing their expectations, right? And concretely what that looked like, my process is essentially getting the status report internally, get all the details. Two, present that information, communicate what the situation is. Three, manage expectations in terms of what we believe we'll be able to get done, what the next steps are to remedy, and when we can get back on track. Four, have milestones and metrics in order to inform our progress, so make sure we're on track for the next milestone. And five, support and follow-up in terms of I'm blocking my team, keeping everyone in the loop, and making sure having a retrospective on the next cycle when we did or did not meet those expectations. So concretely what this looked like was there was a cycle at Dendron, this company where I was an engineering manager essentially for a team of 10, and we had not yet found product-market fit in terms of finding the right users, needed to hit retention metrics of a very high percentage, and this was taking more time than expected. This is like the most important metric for any startup. So internally, well, I talked with the team and it looks like, yeah, we're mixed it, where there's an interesting hypothesis developing around what's possible, and we have figured out possible next steps in terms of new features that we wanted to build. We brought this information to our meetings with our investors, and we were able to say, look, these metrics look promising, and we're developing new hypotheses, new features to test in those. So we were able to keep them up-to-date on what our progress was, what our plan was going to be, and we had these metrics in terms of goals we wanted to hit. For example, we wanted to hit 70% four-week retention on these metrics, these milestones, and we were able to inform them in the next couple of weeks on our progress with respect to those metrics. And concretely, we were able to engineer these solutions, in particular with infrastructure engineers, actually, for this note-taking app that we were building. So we realized a lot of parts that they were missing was they didn't need to context switch, so we built features that allowed them to take notes as efficiently as possible on the configurations or whatever they're working on without context switching out of that engineering mode. And we were able to deliver and grew retention from something like 50% to 70% within that particular niche, and we were able to get the buy-in and the trust of all those stakeholders back again.

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10 months ago

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