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Machine Learning Interview Questions
- Machine Learning interview questions. I’m gearing up for few onsite interviews and I was told by recruiter that the team is looking for Machine Learning skills as well. Can anyone of you suggest me good resources for Machine Learning interview questions ? For DS and Algorithms stuff I know leetcode would be good but I’m looking for Ma
- Machine learning interview questions Have an interview for a entry level machine learning position. Was wondering what some potential questions could be like as I’ve never had an interview related to ML before
- Machine learning interview questions There are tons of websites dedicated to algorithms questions like Leetcode, etc. is there any website that has machine learning interview questions?
- Google ML SWE interview - ML Design question Hi, I am interviewing with Google for ML SWE position. I have been informed by the recruiter that there will be 1 large scale machine learning design question. Do you have any opinion or experience about this interview format and sample question types? What should I expect? Thank you.
- Google ML interview questions Hi everyone, I will be doing the onsite interview at Google for the SWE-ML role (L4) in a couple of weeks time where one of the interviews will be on Machine Learning topics. I was wondering if anyone had any experience with this type of interview and what type of questions are asked. Is it more ma
- Toughest Data Science /Machine Learning Interview Questions Hi All, I am bored of hearing the typical Data Science Questions Bias/Variance Trade off, handing Imbalanced Dataset/Outliers blah blah..... Can you all suggest difficult ML questions apart from the standard ones. love to hear some new and hard questions. #datascience #machinelearning #machinelearn
- Google machine learning interview questions I have an ML interview with Google coming up. What kind of questions can I expect? I have 4 years of ML experience and I was told I’m being interviewed for an L4 position.
- ML interview question idea I want to interview a group of candidates for an ML role. I'm looking for interesting questions, beyond the usuals. Do you have any in mind that you like, you and you got in an interview and thought it was a good question?
- LeetCode questions for ML interview I'm interviewing for an ML role and I just found out that two of the interviewers of the first interview (on-site) are software developers. That means I should expect software engineering questions too right? Are there any specific algorithms or kind of LC questions that I should focus on? DP, grap
- link Hardest Data Science/Machine Learning interview questions Can you suggest difficult ML questions apart from the standard ones. love to hear some new and hard questions for roles such as ML engineer/Data Scientist also what resources do you use to prepare, the list of potential questions seems to be endless edit: related question from a year ago https://
- Pinterest ML Engineer Interview Question Planning to apply to Pinterest for one of their Machine Learning Engineer openings. I wanted to find out what the hiring process is like, and what the interviews are structured like (coding/ML split, applied vs theoretical ML etc.) Would appreciate it if anyone has context about it. How were the
- Apple Seattle Interview Questions ML Platform Wondering what kind of questions does ml platform team in seattle ask for phone interview and onsite as well. Have an interview lined up and blind history doesn't have enough data! Loc:Seattle . Any help is appreciated ! TC :250k
- MSFT NLP+machine learning interview questions Please share your interview questions and experiences. This is for microsoft. URL links are welcome too. No troll, please. Thanks. TC: 200K
- Coding questions asked in ML interviews Is there a leetcode for ML coding questions? Was recently asked to code Attention in Tensorflow and numpy? How do you prepare for such questions? At work, I am used to googling and SO, but in an interview, I guess the emphasis is on fluency and converting math to code. Any resources to prepare?
- FB design interview questions for ML candidates What kind of design questions FB asks if interviewing for AI/ML position? The same ones as if interviewing for regular position, e.g. “design twitter”, or something more domain specific? Recruiter said that there will be one regular design and one ML design interview.
- Apple Senior ML onsite interview question I have an onsite interview with Apple for a Senior ML Engineer position. There are two rounds in the interview. The first round is two hours (1 hour coding, 1 hour ML design). The second round is a "mostly self worked project" that takes around 4.5-5 hours. The project includes a setup, check in,
- Google SWE ML interview questions Anyone have experience with these questions? Are they fairly freeform, system design-like questions about past ML projects? What sorts of basics should I cover?
- Interview questions for ML roles at Discord Interviewing for a senior MLE role at Discord. What do they ask in the interview ? TC 457k
- Facebook Applied Research Scientist interview ML design/Stats questions Hi everyone I have FB interview coming up for Applied Research Scientist, can someone please share how are the ML design and Stats questions asked recently? Thanks a lot
- vote Number of questions in FB ML phone interview I was asked only 1 question during phone screen. It was leetcode medium. Went in detail along with the example case run down. We still had like 7-8 minutes left after the question, but jumped to questions regarding facebook. I think I handled that question well without any hints. Is there a chance
- What questions to expect for Apple ML/AI/Siri interviews? Hi got interview opportunities for Apple ML/AI/Siri team. Position is just software engineer, not ML engineer. I know Apple interview is so team dependent, so curious what questions to expect for this org?
- ML interview, didn’t ask clarifying questions in business case It was a classification problem which I rarely heard of. So it came to me as a surprise and I became quite nervous. Gave solution without asking clarifying questions. How bad is it to not ask clarifying question?
- Phone interview only contained lots of ml questions. Wierd? Questions like what is activation function? No coding or sql question. #datascience
- What are typical interview questions in ML for computer vision ? ☝️
- How to prepare for Machine Learning/Deep Learning interview at Google. What are the questions asked ? What are questions asked for machine learning and deep learning positions at Google.
- 20 companies, 6 Offers MLE Interview Prep AMA Blind has helped me a ton throughout my interview journey! It can be hard to find information for machine learning positions (ie machine learning engineer, applied scientist, data scientist), so I want to share my experience interviewing for ML positions. All roles were primarily for MLE and I am cu
- Tips for Meta E6 IC ML Engineer Hi, I have an interview with a manager as the first step for E6 ML roles. Do you have any tips to ace the interview? What I understood from the recruiter is it should be behavioral questions but not sure whether manager would ask design questions too or not. Also for the system design questions for
- Meta interview: memoization/DP yes or no? According to Meta Onsite Interview Prep Guide for Software Engineer, Machine Learning: "We do not ask dynamic programming questions so don’t spend time prepping for that technique and focus your efforts elsewhere." However, I have come across at least one question in LC top 50 FB tagged questions (
- link Thank you blind! Got my FB offer I got a lot of useful info from Blind like reasonable TC range, company culture etc. I finally accepted the offer today. EDIT: I interviewed for MLE. My experience: coding part is easier than I thought. Get familiar with how to design a ML system in practice. Do prepare for behavioral interview. E
- Meta MLE ML Specialization and ML Design Onsite Hi. I have an upcoming onsite for MLE at Meta (E4) and wanted to get some information on what type of things to expect in the ML Specialization and ML Design interview, and how best to prepare for them. I dont have a system design interview (instead going for ML Specialization) as I have more exper
- Unfair interviews for Machine Learning Engineers. Guys don't you think that Its unfair how MLE interviews are being done ? they are literally same as Software engineer, but you still have to pass ML fundamentals interview. I had interviews where I nailed all coding leetcode questions but the ML interview was too deep asking about some deep things i
- ML Interview Prep I have a couple ML interviews coming up at Square, Bloomberg AI, FB, etc. All the interviews will have some ML component. How do I best prepare for the ML part? Are there any LC equivalent questions on ML theory/coding?
- Meta ML specialization interview I have E5 MLE onsite in next 2 weeks. Chose ML specialization interview round instead of regular systems design. I still have ML systems design. Anyone took this specialization interview ? What type of question to expect? Is it fundamentally different from ML systems design? Blind tax: 5 yoe/300k T
- link Meta ML engineer interview preparation Lot of people have asked me about my preparation strategy for ML Engineer position at Meta in one of my earlier posts (https://www.teamblind.com/post/zBR3hSWV?cid=19665519). So I decided to write a short post detailing my learnings during the interview process and reference materials that I had used
- How important are data structure/algo questions in ML engineer or scientist roles at FAANG companies? For ML roles, does feedback from the ML interviews (whether a research talk or an ML system design interview) weigh more in hiring decisions than feedback from the software engineering interviews (in which they ask the usual data structure and algorithms questions)? I'm prepping for some FAANG inter
- Google ML questions for ML SWE role? What kind of questions to expect in ML interview rounds for ML SWE interview at Google ? #interviews
- ETSY technical screening Anyone have given ETSY technical screening? Any clue about what kind of questions to expect?? Recruiter just vaguely replied "55 minutes hand on keyboard technical", not exactly mentioning if its leetcode style dsa round or what. I cleared hiring manager round before this. Any help would be apprec
- Too much stuff to prepare for Data Scientist / ML Engineer positions? I am trying to find new opportunities in ML. Currently interviewing for multiple positions every week. I am getting overwhelmed with the amount of topics I have revise. Its been two years since I graduated. Python Basics of Data Science Machine Learning - Traditional ML - Natural Language Processin
- NLP/ML Interview Is there any good resource on interview questions on NLP or ML in general? I have my Bloomberg, Square, Spotify interview coming up. All involve a section on ML.
- Square onsite experience I had my square onsite earlier this week. Coding Round 1 - was able to do only two parts, but interviewer said he doesn't see any edge cases at the end of it. Went down a slightly wrong path during the second path, stopped halfway through, told the interviewer I need to take a step back, used his c
- Should I pick ML domain for Google interview ? Requiter is asking me whether I want to choose the domain ML (I.e ranking/recommendations) for system design and domain knowledge rounds or not. If I don’t choose the “ML” domain, then most likely the area would be generic, something like “data retrieval”. I know some basic ML fundamentals and now s
- Nextdoor interviews How is ML coding round at Nextdoor? What sort of questions are being asked in this particular round? Interviewing for ML engineer role. #tech #nextdoor
- AMA. MLE offers from Pinterest, Snap, FB, Roblox, Stripe, Roku. Hello, Feeling bored this Saturday morning. So, I decided to do an AMA if anyone finds it useful. In the last 1 year, I got MLE offers from Pinterest L4 - $305 TC + 50 sign on Snap L4 - $390 TC + 20 sign on FB E5 - $415 TC + 100 sign on Roblox IC3 - $420 TC + 30 sign on Roku -
- ML Eng interview, “downlevel” to SWE? If I’m interviewing for an ML eng position and I crush the algo questions but just do mediocre on the ML questions, could I still be considered for SWE or would it be a brand new interview process? I have ML research experience/ publications but I find the ML questions are really unpredictable and
- Apple ML engineering interview --> apple Media Hello Guys I have an interview with apple media team coming this week, the recruiter told me that it will be a collaborative interview focused on both ML Knowledge and Coding Skills. Is there anyone who can help me what kind of coding questions they will ask? easy? medium? how about the ML questio
- domain options for google ml domain interview, L5 I am interviewing at Google for Software engineer, Machine learning role, for L5 position. My recruiter has mentioned that based on my background I can go for computer vision domain interview. I have asked her if there are other areas for domain interviews, such as Machine learning and deep learning
- LC-like platform for ML Is there any platform to practice DS/ML interview questions? More specifically ML programming (e.g. train a model to do xyz) and ML design (e.g. how would you design job recommendation)
- @Amazon Product Manager Tech ML interview coming #pm #product #productmanager @Amazon product manager ML interview coming. Any suggestions on ML/AI tech questions for loop interviews ?
- Resources for MI/AL interview preparation? Looking for resources for the Ml/AI questions for a Product Manager interview. #ML #AI #pminterview
- Twitter MLE design interview Have an MLE interview with Twitter coming up. My background is in personalization and recommendations. 1) What are some of the rubrics or tips to ace the ML sys design interviews? Do interviewers care about deep technical knowledge? 2) there is a separate system design round as well. Is that relat