Interview Questions

Tracy M. - "Clarify LLM purpose; research, extraction, reasoning, planning, assessing? Assuming document extraction skill only, large db, multiple doc types, unstructured data; assuming Haiku-2.5 (less complex tasks) and LLM parsing tool exists pre-extraction call. Assuming golden dataset for ref is accessible, experiments and observability set in place. Likewise prompts. Eval set:document extraction coverage: % of accurately extracted (doc type, structured outputs) document field/value/format coverage"See full answer

Manas M. - "I'd ask Clarification questions here before proceeding with designing a CDN. The questions would be. What is the Use Case with multiple questions in it What sort of Content do you want to serve - Static files or Streaming Media or trending content? How many regions do you want to cover Do you want to prioritize speed and the Latest file availability or do you want to prioritize time-based caching per region? Budget constraints(push cdn's can be cheaper). Whether"See full answer

Kai W. - "The user awakes Alexa by saying the "Alexa word" Device starts recording audio from the user, and streaming it to the Alexa Cloud Service The recorded audio stream is sent to the ASR (Automatic Speech Recognition) system ASR returns the words and the order of the words in the audio stream, and sends this information to NLU (Natural Language Understanding) NLU returns the intent of the audio stream, and sends it to Alexa Skill If the intent triggers a "play" directive (e.g. turn"See full answer

BePostive - "For me the answer looks very broad and general. It would be good the reply is relevant and focus good examples using STAR format. Please let me know your views."See full answer

Alfredo M. - "The question refers to a very specific event: "step into the back for a few minutes, return and see a lot of people waiting"... I might try to clarify goals and scenario: Before I stepped back, there were no ppl waiting? If so, we might be talking about a very specific, even uncommon scenario, in which optimizations for the complete serving system in the long term might not be needed. Maybe they even arrived all together and this is expected behavior. Are people waiting for something specif"See full answer

Arthur Y. - "Clarifying Questions: By “down”, do we mean creation of messages (activation), engagement, or both? My assumed answer: engagement How are “messages” defined? Is it comments to posts, DMs, or posts themselves? My assumed answer: DMs How is engagement of DMs defined? Is it by number of DMs viewed, created, replied to? My assumed answer: all of that Quick Product Strategy Discussion: Why messaging is important to LinkedIn LinkedIn’s mission is"See full answer

Anonymous Flamingo - "Handling projects out of my expertise: When faced with a project that falls outside of my expertise, I take the following steps: Identify my skills and knowledge gaps: I assess my own strengths and limitations, and determine which areas of the project may be outside of my comfort zone or expertise. Seek guidance and mentorship: I reach out to colleagues or subject matter experts who have relevant knowledge or experience, and ask for their advice and guidance on the project. Learn and adapt"See full answer

Product V. - "Clarifying Statement - Stripe has a bunch of B2B products aimed at SMB's My favorite Product - Stripe Atlas Why - it solves a real need to simplify the process and workflow to start a business and navigate through the hurdles of opening online shop in a foreign country"See full answer

Ishita S. - "We know that Meta’s mission is to build the future of human connection and the technology that enables it. In line with this, we aim to build a product that enables knowledge and skill sharing within communities. User Segments A skill-sharing platform typically serves two broad segments. Creators are people who create content, share resources, and moderate communities. They include: Peer educators such as college seniors and teaching assistants Hobby experts Semi-professional c"See full answer

D S. - "Estimate Google ads revenue. Clarifications: Google ads: only includes ads shown on Google search pages. It does not include any other ads such as display advertisement etc. Google makes money everytime a user clicks on an ad. Market - US Monthly / Yearly - Yearly Revenue in $ For 2020 ? - yes So to state the Q again, I have to estimate Google’s annual search ads revenue for 2020. Ads revene =( $ads clicked everyday * avg price per ad ) * 360 $ads clicked every"See full answer

Coach - "Great question, give me a moment to collect my thoughts…. When faced with a situation where a product defect is impacting my customers as a product manager my goal would be to roll out a quick & effective enough solution that minimizes the negative impact on users. I would seek available incident information to understand, its blast radius i.e. the impacted users, platforms, duration, if available understand the nature of failure i.e. recoverable vs not, it's root cause and short/long t"See full answer

Anonymous Sparrow - "To make sure we are on the same page, this is a feature in the current FB app that would make it easier for people to volunteer? Or more broadly, the feature would aim to expand the base of volunteers. To start I want to dive deeper on the objective of the feature. Then we can look at possible users, pick a segment and outline their needs, then look at some solutions. We can then prioritize and see how we might roll something like this out. If I look at FB mission of building community and brin"See full answer

Soodong P. - "Product and Mission To allow users to create events and host on FB pages. It can be one time or recurring. It can include FB users through feeds or referrals or can be shared out with a link. Product objective is to build strong online and offline bonding through connecting people with common interests and ensure continued engagements. Aligns with the core Meta mission. User Journey and Value + Metrics Organizers: Finds the value when the many participants share interest or"See full answer

Manik K. - "Agile methodologies are chosen by organizations to enhance delivery speed, integrate shorter feedback loops, and provide incremental value to customers. However, the suitability of Agile depends on several factors, including the nature of the work, team structure, and organizational objectives. From my experience, for teams focused on new feature development, Scrum tends to be more effective. Scrum’s structured cadence—emphasizing backlog grooming, sprint planning, and regular retrospective"See full answer