AIML - Sr Software Engineer, Siri Performance and Reliability Metrics

Apple

Let's explore dynamic programming with a classic problem: the knapsack problem. Imagine you have a knapsack with a limited weight capacity, and a collection of items, each with its own weight and value. Your goal is to select the items to put into the knapsack to maximize the total value, without exceeding the weight capacity. Specifically: Problem Statement: You are given a knapsack with a maximum weight capacity W. You are also given n items. Each item i has a weight wi and a value vi. Determine the maximum total value of items that can be placed in the knapsack without exceeding its weight capacity. Example: Knapsack capacity W = 10 Items: Item 1: weight = 6, value = 30 Item 2: weight = 3, value = 14 Item 3: weight = 4, value = 16 Item 4: weight = 2, value = 9 What is the maximum value you can obtain by putting items into the knapsack, and which items should you choose? Explain how you would approach this problem using dynamic programming. Be sure to define the subproblems, the recurrence relation, and the base cases. Also, discuss the time and space complexity of your dynamic programming solution.

Apple

Design a system to detect people near a door and predict if they will enter.

Apple

Let's explore your motivations and understanding of Apple as a company. This role requires a deep commitment and genuine enthusiasm for our products and values. To start, I'd like to understand your perspective. Why are you interested in working at Apple, specifically?** What aspects of our company culture, products, or mission resonate with you? Can you provide specific examples that demonstrate your understanding of Apple's ecosystem and how it differentiates itself from competitors? Perhaps you can discuss how Apple's approach to innovation aligns with your own professional values and career goals? Furthermore, if you were to join our team, what unique contributions do you believe you could make to Apple's continued success? I'm looking for more than just a generic answer about wanting a job. I want to hear about a real connection to Apple and a clear vision for your potential role within the company. Think about our commitment to user experience, our focus on privacy, and our history of groundbreaking innovation. How do these factors influence your desire to be a part of Apple?