Sr. Manager, Software Engineering, Systems Infrastructure

LinkedIn

You are given a string s and a dictionary wordDict containing a list of words. Determine if s can be segmented into a space-separated sequence of one or more dictionary words. You may reuse words in the dictionary. Solve this using backtracking. For example: Input:** s = leetcode, wordDict = [leet, code] Output: true (because leetcode can be segmented as leet code) Input:** s = applepenapple, wordDict = [apple, pen] Output: true (because applepenapple can be segmented as apple pen apple) Input:** s = catsandog, wordDict = [cats, dog, sand, and, cat] Output: false Implement a function wordBreak(s, wordDict) that takes the string s and the dictionary wordDict as input and returns true if s can be segmented into a space-separated sequence of dictionary words, and false otherwise. Explain the backtracking approach you employed, including the base cases and recursive steps. Focus on the efficiency of your solution and potential optimizations. For instance, can you improve performance by using memoization to store the results of subproblems? Analyze the time and space complexity of your solution, considering both the backtracking approach and any optimizations you might introduce. What are the limitations of using a pure backtracking strategy for this problem, especially with very long input strings? Explore how dynamic programming could be used as an alternative approach and discuss its advantages in terms of performance and scalability.

LinkedIn

Let's design the LinkedIn feed. Consider the user experience, key features, scalability, and personalization aspects. For instance, how would you prioritize content from connections versus suggested content? How would you handle different content types like text, images, videos, and articles? How do you design a system to ensure that the feed remains responsive even with millions of active users? How would you personalize the feed to show users content they are most likely interested in, and what data would you use to achieve this personalization? Finally, how would you prevent the spread of misinformation or harmful content within the feed?

LinkedIn

Tell me about a time you faced a difficult conflict at work and how you handled it. To give me a clearer picture, please include the following details: Describe the situation: What was the specific conflict or difficulty you encountered? What were the core issues at stake? Identify the parties involved: Who were the individuals or groups involved in the conflict? What were their perspectives and motivations? Explain your role: What was your role in the situation? Were you a direct participant, a mediator, or an observer? Outline the actions you took: What specific steps did you take to address the conflict? Did you try to negotiate, compromise, or escalate the issue? Explain the outcome: What was the final result of your actions? Was the conflict resolved successfully, or were there any lingering issues? Reflect on the lessons learned: What did you learn from this experience? Would you have handled anything differently in retrospect?