Meta数据相关面试真题

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全部(173)
SQL(33)
Coding(20)
ML basics(4)
Stats(7)
Product Case(108)
高频题(4)
Other(1)
1.Notification的CTR下降原因分析
2.如何测试notification的改动
3.如何推荐hashtag
4.Identify best friends on FB
5.如何判断qualification质量
6.CTR下降原因排查
7.计算response rate
8.计算过去7日发起至少3次Call的用户数
9.Binomial Experiment计算
10.计算硬币正面朝上的概率
11.如何判断group call的人数限制
12.Facebook story不如Ins story该怎么办
13.You are the PM for Facebook Sports
14.what metric would you set as North Star
15.Design a feature for meaningful connections for Groups
16. validate the idea
17. get into the business of food delivery
18.Build a product for kids for FB (
19.Build a food delivery service for Businesses
20.Define goals for Facebook Rooms?
21.design a feature for Facebook Portal
22.Design a new Job product for facebook?
23.make Apple safer for its users
24.blood and organ donation
25.Design a product to help people travel together
26.build a travel product
27. a PM at FB
28.help people find a dogwalker
29.Design a product for volunteering for Meta
30.Design Travel product for Instagram
31. favorite product or app
32.You are a PM at Meta
33.a Facebook PM
34.Design a product to buy and sell antique products on FB
35.improving the SFO airport experience
36.Design a product for roadtrips
37.How would you improve it
38.Design an app for parking as a start up
39.Design a product for travel.
40. A/B Test
41.a new podcasting feature for FB
42.Design a product to find doctor in the pandemic
43.a Facebook product for Christmas
44.Build a product for hybrid work
45.Why and what should FB build
46.How would you build a product for finding a new doctor
47.How would you encourage volunteering on FB
48.build a tool to encourage volunteering
49.make Instagram great for SMB segment
50.a product to help a user find rental housing
51.Design a product to learn musical instruments
52.Design a product in Fashion space for Facebook
53.Design an product in travel space for Instagram
54.building a product to help people learn languages
55.Create a product to teach cooking remotely
56.Build a product for real estate
57.What are the goals for FB Pay?
58.Design a product to help users find a handyman
59.what goals would you set
60.Set goals for Facebook Live
61.Design a product for health
62.Design a product to learn Japanese
63.Design a sport related product for Facebook
64.define the goals
65.How would you build a grocery shopping experience?
66.Set goals for FB events
67.Implement Podcasts on FB
68. launching FB Events
69.Metrics for buyers and seller groups on FB
70.Design a product for gardening for Fb
71.define the goals and metrics for a live voice channel feature
72.FB Marketplace only for lending
73.set goals for bikers using Google Maps.
74.Design a product for health within FB blue app.
75.Build a product to find a doctor
76.What about FB Shops
77.PM for Instagram Stories. Goals and metrics?
78.video conferencing app
79.Build an app
80.Improve an established ride sharing product
81.How will you evaluate
82. Instagram Shopping
83.Product to enable people to offer/take help
84.how will you set the goals/metrics?
85.what will you build?
86.Design a Product for people to select cheese
87.Design a movie product for Facebook
88.PM for FB Search, define goals.
89.Design a product to develop and build hobby
90.Describe the metrics
91.find restaurants
92.a common goal
93.video streaming app
94.Build something for physical wellness
95.Measure success of FB Campus
96.SQL
97.Predict fraudulent
98.SQL
99.Array
100.LeetCode71
101.Video(watch)
102.Video(watch)
103.Feature
104.Fundrasier
105.LeetCode 1211
106.Composer
107.Search
108.Spam
109.Ads
110.Message
111.Friendship
112.Work Place
113. Facebook Shop
114.SMS Verification
115.Video(call/portal)
116.Posts
117. Dwell time/usage
118.SQL query
119.SQL case when
120.Ctr increase reasons
121.Hypothesis test
122.Improve product
123.Model basics
124.数组的运算
125.Coding test
126.SQL aggregation/ window function
127.SQL aggregation/ window function
128.ML model basic
129.贝叶斯/ stats
130.Product sense
131.SQL aggregation/ window function
132.SQL aggregation/ window function
133.Notification quality
134.Order, message and buyer
135.随机抽一个city nam
136.Restaurant you may like
137.Launch or not
138.Investigate quality of notification
139.how to improve Instagram Shopping
140.Avg waiting time for receiving new feature for each customer
141. Spam Friend Request
142.AB Test
143.Launch new functions
144.SQL aggregation/ filter
145.SQL functions
146.Product sense
147.Product sense
148.Bad actor
149.Dating
150.UI design metrics drop
151.Kth Largest Number in Array Using QuickSelect
152.Deciding to Launch a New Notification Feature
153.Evaluating the Effectiveness of Notifications
154.Largest Audience in Simultaneous Meetings
155.Most Common Theme in Book Titles
156.Authors with 'http://' Prefix and No Sales
157.Top Customers by Sales Value of Invited People
158.Total Number of Sold Books by Payment Type
159.Nested List Weight Sum
160.Moving Average from Data Stream
161.SQL Query for Reporting Percentage of College Students
162.SQL Query for Ranking Countries by College Users
163.Detecting College Students Among IG Users
164.Pathfinding in a 2D Matrix with Obstacles
165.Optimal Round-Trip Flight Date Selection
166.Antonym Extraction with Single Deletion
167.SQL Survey Query
168.Sampling Problem with Reservoir Sampling Follow-up
169.All Subarrays with Sum Equals Target
170.Matrix Row or Column Sum Equals Target
171.Subarray Sum Equals Target
172.Calculate CTR using SQL
173.Merge 3 Sorted Lists Using Pointers
1. Notification的CTR下降原因分析
Facebook有个功能叫notification,有一天发现CTR下降了,怎么分析?
2. 如何测试notification的改动
现在fb想给notification加一个新设置,问怎么test?,如果实验结果发现CTR上升,怎么决定要不要implement?
3. 如何推荐hashtag
How to recommend hashtags on Instagram?
4. Identify best friends on FB
how to identify best triends on Facebook? What signals are the most important?
5. 如何判断qualification质量
3 types of notifications: time critical (your friend is on live) feedback (ask what's your opinion On sth). security notification (password change).how to define good quality notification and what data do you need?