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Behavioral
2 years ago
Can you tell me about a time when you were unsuccessful in something you tried doing.
Data ScientistProduct ManagerBackend EngineerSoftware Engineer

Rivian

Okta

Stitch Fix

+3

Situation:

I was laid off from my first job just four months after joining due to budget constraints. This was a major setback for me as I had just started my career. Around the same time, my father suffered a heart attack, which required me to stay at home and take care of him while he was on bed rest for several months. The combination of losing my job and dealing with a family emergency left me feeling devastated, and I struggled to apply for new roles.

Action:

Despite these challenges, I remained determined to grow in my career. While caring for my father, I focused on upskilling myself:

  • I attended mentor sessions on ADPList to gain industry insights.

  • I reached out to experienced designers on LinkedIn for portfolio reviews and feedback.

  • I enrolled in courses through Interaction Design Foundation (IxDF) to expand my knowledge.

  • I continuously improved my portfolio and resume, incorporating the feedback I received.

I also actively networked with professionals, which helped me regain confidence and visibility in the industry.

Result:

My persistence paid off. Where I once struggled to pass resume screenings, I started receiving recruiter calls consistently. In fact, this very interview happened because I proactively connected with a senior designer, shared my portfolio, and received a referral for this role. This experience not only strengthened my portfolio and skills but also taught me the power of perseverance, networking, and continuous learning.

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2 years ago
Statistics
2 years ago
In terms of ROC curves, what do the X and Y axes indicate and how do they fit into the larger interpretation of the data?
Data Scientist

Rivian

Ticketmaster

Robinhood

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2 years ago
ML Knowledge
2 years ago
What distinguishes the truncated versions of Logistic Regression and SVM?
Data Scientist

Rivian

Bosch Logo

Bosch

Zomato Logo

Zomato

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2 years ago
ML Knowledge
2 years ago
What would be your approach to calculating the correlation between a binary variable and a continuous variable?
Data Scientist

Rivian

Figma Logo

Figma

Groupon Logo

Groupon

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2 years ago
Behavioral
2 years ago
Give an example of a time when you made a controversial decision.
Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

Rivian

Pristyn Care Logo

Pristyn Care

Ofbusiness Logo

Ofbusiness

+8

As a QA leader I had to choose between run a full check of a new functionality that wasnt very popular or use or let the change pass over with the aprove of the PM for some time saving. I choose run the full check, take a few days more, but when the functionality goes to production it works well, without any bugs.

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2 years ago
Behavioral
2 years ago
Which project are you most proud of?
Data ScientistProduct ManagerBackend EngineerSoftware Engineer

Rivian

Cisco Logo

Cisco

GoodData Logo

GoodData

+2

One project i'm proud of is my internship project which was a full stack project where i had the chance to create a prototype of a template manager , storing the data into a cassandra database, alongside using springboot and java to work on the module structure and life of the project, I then used js and react for UI. This prototype was then deployed and is now being used by internal payment team at jpmc, instead of going to search every resource, i store all the templates in one template manager and they can know just search the nav bar and get the exact template they need. I'm proud of this project not only because it was my first real project using the new languages and frameworks i was learning during internship but it also gave me the confidence of knowing and seeing that I can do this even though i dont have a degree in this field!

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2 years ago
ML Knowledge
2 years ago
When it comes to decision trees, how do bias and variance come into play? And specifically, which is more concerning - high bias or high variance - and what's the reasoning behind that?
Data Scientist

Rivian

Elastic Logo

Elastic

Juniper Networks Logo

Juniper Networks

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2 years ago
Statistics
2 years ago
Can you walk me through how to plot an ROC curve with predicted probabilities and true labels?
Data Scientist

Rivian

IBM Logo

IBM

OfferUp Logo

OfferUp

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2 years ago
Behavioral
2 years ago
Could you tell us your top 3 strengths and how they align with Rivian?
Data Scientist

Rivian

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2 years ago
Behavioral
3 years ago
How would you describe your biggest accomplishment so far.
Data ScientistEngineering ManagerUX DesignerUX Researcher

Rivian

Hailo Logo

Hailo

Magic Leap Logo

Magic Leap

As Program Manager my biggest achievement was leading the development of a complex electromechanical module for HP. The project consisted of developing and producing a huge electromechanical module for a high-speed large format printer.

I was in charge of overseeing the entire Product Development Process, from requirements gathering and solution design to development, testing, deployment, and mass production release.

The Key aspects of this project included

1.Strategic planning: I developed a plan including the project Objectives, scope, and deliverables, as well as timelines, milestones, and resource requirements.

2.Stakeholders management: I engaged with key stakeholders such as business leaders, external vendors, and customers to keep them all on the same page, ensure alignment, and address concerns.

3.Risk Management: Identifying potential risks and challenges associated with product performance, compatibility with external modules, material availability, etc.

4.Collaboration and Communication: I facilitated collaboration and communication among cross-functional teams involved in the project, including engineering, operations staff, and materials, to ensure alignment.

5.Quality Assurance: Implementing robust testing processes and quality assurance measures to ensure reliability and performance.

6.Mass production release: Worked with all operational teams to ensure material and factory readiness to launch the program to mass production

Finally, the project was released on time and satisfied all stakeholders, internal and customer. This reinforced the importance of clear and transparent communication between stakeholders to drive successful technical outcomes and foster a collaborative team environment.

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3 years ago

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