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Machine Learning
- link ML Interview Prep I am preparing for the ML interviews . Anyone interested in preparing for ML interviews ? We can form a group and prepare together . I will form a WhatsApp group this weekend . For system design I am checking this one https://github.com/khangich/machine-learning-interview to #machinelearningengi
- Meta ML Design vs ML Infra Design round Recruiter asking me to pick one, I am trying to understand the difference. Seems like ML Design is more about model selection, feature engineering and ML Infra is that plus everything you would need to run the model. Seems like ML Infra covers more scope but in less depth? Any insight is much appr
- ML design Please name some ML design references, blogs, YouTube channel etc Just read educative grocking
- Physic PhDs in ML I see a lot of Physics PhD go straight from school to be “ML Engineers”. Why would one spend all that time getting that advanced degree over a Masters in Data Science or PhD in AI if they know they aren’t going to pursue physics? By alot I’ve seen entire ML teams at startups I interviewed at
- Tired of constant learning in Machine Learning I am a CS major with my masters in machine learning. During the time I graduated, it was all about classical ML like decision trees, SVM etc.. Never focused much on NN. Currently with all the advancements with transformers, BERT, etc.. I feel I need to keep learning this field on a daily basis. I fe
- Roku is hiring ML engineers! My team and few others are looking to hire senior ML engineers. DM me if you are interested. We pay top tier, good wlb, and interesting problems to work on. Our perks are ok, not the best. Hiring is all over Roku and not just in ML. Blind Tax: >560k after recent base increase and additional stoc
- link Google Interview Experience ML - L6 I just finished my interview loop with google for a ML engineer position(remote) at google. I have benefited a lot from reading other peoples experiences and I have decided to document my own experience. Additionally, the blind community has several posts for software engineer, but is lacking posts
- link Research-Oriented AI/ML Discussion I've seen some posts related to AI/ML discussion groups, interview prep and the like, but they seem to cater towards more engineering or analyst oriented roles. Does anyone have any interest in that kind of discussion or opportunity? #ML #datascience #machinelearning Edit: Here are some potentia
- Machine Learning Modeler Does anyone here work as a Machine Learning Modeler at Square? What does the final interview process look like for a ML Modeler, and how different is this role versus a MLE?
- From ML to Meta PE? I recently got word from my recruiter that the meta MLE positions are filled at my level. I guess that means the freeze is not just limited to SDEs. But they did offer me the chance to interview for Production Engineer (PE). Is that a relevant path for an ML Scientist to take and would it hurt my fu
- ML Engineering @ Yelp Hello, Yelper's out there! I have gotten an ML Engineer offer from Yelp and want to know what the day-to-day work looks like. I am coming from an Applied Research background. Not much experience with MLOps of Full Stack Dev. Good with Python. Really appreciate any tips on the MLE life @ Yelp. Specif
- Switching from DS to ML eng I work in DS and am wanting to switch to ML Eng (actually my background is operations research, so it’s more like demand forecasting, price optimization, integer programming etc. But I haven’t seen many OR jobs on the market.) I do have some ML experience, though I’m not at all interested in NLP o
- Apple AI/ML How is Apple AIML? Heard mixed feedbacks of it on Blind, including Cons: 1. Very top down culture and PM driven. 2. Siloed. Each team works independently. Very little information sharing. 3. ML technique/infrastructure is not as good as other large companies like google and meta. 4. Lots of people
- 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
- ML Engineering Managers Hi All, If you are looking for leadership role in Meta and have ML background with some management experience, please dm me. I will be able to help you and potentially hire you at Meta. TC: 750ish after stock fell 45%
- ML is boring? Working as an Applied Scientist at Amazon. I am tired of running experiments, picking up models/code from GitHub, and writing sub-standard Python scripts. I see no growth in this role. Should I switch to SDE? I fear that will involve pay cut. AS are paid more than SDE at Amazon.
- Twitch ML Has anyone recently interviewed with twitch for ml roles ? Can you share your experience what to expect ? #engineering #software #swe
- ML Infra / Platform If you work on ML infra / platform, what tech stack and tools do you use?
- Google ML bar for MLE? How does the ML interview look like at Google for L5 ML software engineers? What’s the ML bar?
- Moving to ML I am software engineering manager and want to move in machine learning area.My current project does not offer work in ML or AI area. I am thinking to join a 16 boot camp from fourthbrain. Will I be able to switch as an engineeing manager in ML field after the bootcamp? #engineering #software # engi
- vote ML Is ML the "elite forces" of SWE? If so how do I transition starting from regular full stack? If not why?
- Apple AI/ML Folks from the AI ML Org at Apple. Could you please provide some insights into it, I will be joining the org in May as a data engineer. Thanks! TC: 26k
- ML infrastructure Hi everyone, I have been working on ranking problems focusing more on modeling aspect. I don't have much experience on ML infrastructure. Does anyone here know a good startegy in preparing for ML infra systems(ex feature store, feature logging, building indexes, deploying and serving models, ranking
- Machine Learning I have 11 yoe. Want to move towards Machine Learning. I have no prior experience. From where shall I start my learning path? Thank you in advance.
- 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 E4 ML Offer I am open to moving to other locations either Seattle, Menlo Park, NYC or Boston. Which locations have better teams in terms of growth, WLB? Old TC : 200 New TC : 160 Base, 300 Stock in 4 Years, 15% Base
- vote Apple AIML vs TikTok ML Apple: ICT4 (AIML Information Intelligence) TC: 470K, TikTok: 2-1 ( Security ) TC: 440K Also, I have on sites with Meta, Uber, Instacart, Doordash, Linkedin etc. 1. I wanted to know if I should really consider TikTok for any reason? 2. Is Apple AIML a very good place compared to the ones I have
- DS to SWE-ML/RS-ML Hi, has anyone successfully transferred from DS -> machine learning Swe/research sci and it'd probably require the standard LC interviews (+ sys design prep), correct? Any tips on making the switch, I'm pretty good at recognizing LC concepts so would grinding 500-600 LC really be necessary? I don'
- Machine Learning Machine learning engineers any path or resources that you would recommend to someone who wants to begin a career in ML.
- vote Too late to get into ML/MLE? 7yoe, feel I’m very interested to get into ML/AI. The two workshops I did (hour each) I really enjoyed. Seems like it could reinvigorate my interests. I also had a course in college that included it. Is it too late in my career to do so? I can’t go back to SWE1 pay honestly. Any advice welcome. S
- 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
- vote ML interview prep: ML Expert How is mlexpert for ml interview prep? Trying for fang and fang level companies in next two months. I am not in ML now, but want to as did a lot of it in my MS Was looking for structured material for prep. Do you think there are similar or better alternatives. https://www.algoexpert.io/machine-learn
- Seeking ML engineer Referral Hello everyone, I'm looking for referrals to any FAANGMULA+ companies for Machine learning engineer/Data scientist/Data Analyst positions. LC 50+ Education: MSc. CS YOE Software dev: 1 year YOE ML engineer: 3 years Please drop a comment so I can DM you my info. Thanks in advance! #referral
- Best ML books What are the best ml/stat/ds books you have read? Books that helped you become a better practicioner? #tech #ds #ml #books
- Has anyone worked on ML Infra? Like AI platform? Data ingestion, Model Hosting, ML Inference, Data Platform etc? I am afraid this will take me bit away from SDE and take me to Data engineer path which I do not intend to go. Am I wrong? Is it fun to work on AI platform as SDE? (not actual AI or ML, that is done by different peop
- Data science or ML or DE Hello All, my current work spans elements of data science including building Models, data engineering work including writing sql, etl processes and software engineering work. I am split between which stream choose to focus on preparing for interviews and to find a new gig. For each role separately
- ML preparing for ML interviews. whats the interview process at FAANG?
- 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
- Machine Learning I am curious to understand who the leading ML professionals are? Any help would be greatly appreciated
- Facebook ML infra hiring Hello blind! I am an Engineering manager for a key piece of ML Infra for the company and hiring. Our team works on the intersection of distributed systems, ML training and large scale ML inference. DM me to learn more about the role or AMA to learn more about Facebook, etc 5 YOE, 700k TC #machi
- ML to SWE to ML? Currently doing ML/DS but offered SWE instead of ML. Is this a downgrade? Will going SWE make it harder to return to ML roles?
- Machine Learning Can someone please help me with suggestions on best Machine Learning Certifications? I do not have a CS/IT background. Hardcore Mechanical Engineer who needs some guidance. Thanks.
- ML System Design I'm preparing for the senior ML engineering positions. Wondering what resources I should use other than looking for relevant youtube videos on the subject. Any suggestions? TC 150 YOE 5 #machinelearning #machinelearningengineer
- Hiring ML Engineers Requirements: ML fundamentals - academic and/or industry level. Strong in coding, design and distributed data processing. Please send a link to your resume in private message. #Hiring #ML
- Machine Learning How long would it take to become an expert who can design solutions and mobilize teams to implement the solution? On software engineering side it’d be someone at E6/L6 level. And what would be the path to take? Starting point would be someone who’s already an L6 eng but is ignorant in AI/ML tech.
- Machine Learning Hey all, Just wanting to learn/get into machine learning as a hobby and potentially as a career change. Do I really need a master/PhD to get jobs in the industry or does portfolio matter the most? What are the top resources you wish you had when you started?
- vote Machine Learning: Redfin or Atlassian? Given the same total comp in offers, which is better for a machine learning engineer? Offers ~ 310k TC
- Machine Learning Teams Hi blind fam, what are some companies/teams doing exciting work in ML? I recently received my Green Card and started actively applying for ML roles. I'm a grad student researching at the intersection of ML + Security. Also have 2 yoe in ML.
- vote Data infra vs Machine learning infra vs Cloud? I’m interested in all these infrastructure related fields, but which one has the best outlook in future? By data infra I mean stuff like Kafka/Pinot/data lake, etc.
- vote Infra vs ML Which area would you invest time specializing in for the future? Infra: (distributed) systems, scalability, programming, Java/C++, networks, databases, operating systems etc ML: algorithms, statistics/math, Python, data engineering Both areas are hyped because of AI and Cloud fuzz, but there's al