Complete Guide to Machine Learning Interviews (for Engineers and Scientists)
Do you have an upcoming machine learning interview? This post is intended for ML engineers or research scientists who are being hired onto specifi...

Exponent Team
Do you have an upcoming machine learning interview? This post is intended for ML engineers or research scientists who are being hired onto specifi...
Exponent Team
Get the tech salary you deserve. Learn how to navigate salary negotiation, exploding offers, equity, and more.
Exponent Team
Implementing a cloud solution for a company's legacy system can be challenging as a Solutions Architect. Legacy systems, such as mainframes or old...
Exponent Team
As a solutions architect, navigating price objections during the sales cycle can be a common hurdle. Learn how to address concerns in this mock int...
Exponent Team
Learn how to answer the system design interview question, "Design a distributed message queue," with this mock interview response from an eBay engi...
Exponent Team
Design a hotel booking system in this system design mock interview. Learn about functional and non-functional requirements, back-end approaches, an...
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We're thrilled to announce that Exponent has acquired Learn Educate Discover, the popular online platform founded by Sonali Mangal.
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Here's what we know so far about Meta's round of layoffs in March, 2023. We spoke with employees at Meta and gathered up all the information we co...
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Trying to get a job at Apple? Learn how to craft the perfect resume for applying to a job at Apple.
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Thinking about making the leap to marketing from sales? Skills like SEO and brand building are needed. But salespeople make some of the best market...
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Learn how to negotiate your Netflix compensation package, including salary, benefits, and stock options.
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Learn the fundamentals of load balancers and questions you might get during a system design interview.
Exponent Team
Prepare for your venture capital interviews with this mock behavioral interview. Learn how to answer why you want to work in VC and what makes you ...
Exponent Team
Learn about the system design process for Uber Eats, a food delivery app. Neeraj, an Engineering Manager at eBay, explains the functional and non-f...
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We're excited to welcome Carrus.io to the Exponent community.
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Today we're thrilled to announce that MC List, the number-one platform for finding management consulting programs, is joining Exponent. By joining...
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📚Hey there! Considering transitioning into product management from another role?. Our product manager interview course can help you nail the inter...
Anthony Pellegrino
🧠Hey there! Want to land a job at Microsoft? We’ve got you covered. Our Interview Courses can help you nail any interview question. Microsoft cou...
Anthony Pellegrino
Learn to create a standout UX portfolio Showcase your design skills and set yourself apart in interviews. Select the right projects to include and ...
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From Web2 to Web3, discover how to navigate the rapidly evolving world of decentralized products. Break into the exciting field of Web3 and crypto ...
Exponent Team
🧠Hey there! Review our full Machine Learning Case Interview Questions course [https://www.tryexponent.com/courses/machine-learning] to see video an...
Jacob Simon
The STAR method is a structured approach to answering behavioral interview questions. It helps candidates provide clear and concise responses that ...
Anthony Pellegrino
Netflix is one of the most prominent tech and entertainment companies on the planet. It should be no surprise that the interview process is challen...
Anthony Pellegrino
Interviewing for job at Airbnb? Review the interview process and top questions asked in technical and non-technical interviews.
Anthony Pellegrino
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How should you talk about being laid off? What if you were laid off during a mass layoff? Here's how to answer.
Exponent Team
Learn how to negotiate the terms of your severance pay and package so that you can maximize your exit.
Exponent Team
Looking to jump into the role of Scrum Master? Agile is one of the most widely used project methodologies. Over 70% of U.S. companies say they use...
Anthony Pellegrino
Get ready for your upcoming BizOps interviews with our top questions and interview guide.
Anthony Pellegrino
See how a solutions architect from Salesforce conducts the discovery process with customers. Learn about their pain points, tech stack, and more.
Exponent Team
Learn where FAANG and tech candidates focused their attention in 2022 and which companies are still hiring going into 2023.
Nick
Learn how to ace your system design interview with this guide created with the help of 20+ engineers. Step-by-step tips, sample questions, and real...
Exponent Team
Prepare for your product manager interview by studying the most frequently asked questions. Learn to answer behavioral, analytical, product design,...
Exponent Team
Everything you need to prepare for an engineering manager interview. Top questions and answers and management advice.
Exponent Team
An interview coach can help you prep for upcoming interviews. Practice mock interviews and get guidance from the top interview coaching services.
Exponent Team
💡Hey there! Read our full Product Management Interview Course to see video answers to all the most common interview questions. Sneak Peek: The thr...
Anthony Pellegrino
Getting ready for an Amazon behavioral interview? Learn about key leadership principles and get answers to the most common behavioral interview que...
Anthony Pellegrino
Do you have an upcoming interview at Amazon? Well, if we can only give you one piece of advice, it's this: Study the Amazon Leadership Principles...
Anthony Pellegrino
Trying to decide which cloud platform to learn to stay competitive? We break down AWS, Google Cloud, Azure, Linode, Heroku, and more.
Anthony Pellegrino
AWS (Amazon Web Services) Solutions Architects have many consequential responsibilities. Specifically, they are hired to design, deploy, and mainta...
Anthony Pellegrino
Want to know what programming languages pay the most? Check out the highest paid salaries for each language.
Anthony Pellegrino
Your learning as a software engineer doesn't stop after you've graduated from university or a coding bootcamp [https://blog.tryexponent.com/5-codin...
Anthony Pellegrino
From high salaries to great company culture, these are the best tech companies to work for.
Anthony Pellegrino
Getting ready for a Node.js interview? Prep with these top Node.js interview questions.
Tatsat Jha
Why do you want to work at Amazon? Learn how to answer this common interview question at Amazon.
Exponent Team
Getting a job at Dropbox is one of the hardest-to-get positions in the tech sector. Dropbox product managers, software engineers, and cloud archite...
Anthony Pellegrino
Getting a job at Netflix is one of the hardest-to-get positions in the tech sector. Netflix software engineers, program managers, and content analy...
Anthony Pellegrino
Getting a job at Square is one of the hardest-to-get positions in the tech sector. Square business analysts, UX researchers, and software engineers...
Anthony Pellegrino
Getting a job at Airbnb is one of the hardest-to-get positions in the tech sector. Airbnb software engineers, bizops managers, and data analysts us...
Anthony Pellegrino
Getting a job at Adobe is one of the hardest-to-get positions in the tech sector. Adobe product designers, data scientists, and software engineers ...
Anthony Pellegrino
Trying to brush up on your Docker or container skills before an interview? Review the top Docker interview questions and answers.
Jacob Simon
Thinking about whether a role in business operations can set you up for future roles? Learn how BizOps can be a career launchpad.
Exponent Team
Getting a job at Uber is one of the hardest-to-get positions in the tech sector. Uber engineers, operations managers, and product designers use pro...
Anthony Pellegrino
Getting a job at Salesforce is one of the hardest-to-get positions in the tech sector. Salesforce software engineers, cloud architects [https://blo...
Anthony Pellegrino
Getting a job at LinkedIn is one of the hardest-to-get positions in the tech sector. LinkedIn product managers, data scientists, and software engin...
Anthony Pellegrino
Getting a job at Spotify is one of the hardest-to-get positions in the tech sector. Spotify engineers, product marketing managers, and UX researche...
Anthony Pellegrino
Getting a job at Lyft is one of the hardest-to-get positions in the tech sector. Lyft product managers, data scientists, and software engineers use...
Anthony Pellegrino
Thinking of becoming a Pm and trying to figure out what a product manager does all day? Check out our overview of a typical day for a product manager.
Anthony Pellegrino
Getting ready for an interview at Microsoft? Check out the most common interview questions and stages to the interview at one of the world's larges...
Exponent Team
Getting your first junior product management role can make or break your career. Often called 'associate product manager' or 'rotational product ma...
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Microservices and distributed systems are unreliable. Here's what to do about it.
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🎨Hey there! Getting ready for a UX or product design interview? Check out our full Product Designer Interview Course [https://www.tryexponent.com/c...
Exponent Team
Getting ready for an interview at Apple for a technical or product role? Learn about the full interview process for Apple and what kind of question...
Exponent Team
Looking to work remotely and work from home for a tech company or startup? We share our favorite places to find remote work.
Anthony Pellegrino
Preparing for a system design or software engineering interview and need to refresh your SQL skills? Here are the most important SQL concepts for a...
Exponent Team
Interviewing for product management roles has always been one of Exponent's core competencies. We're thrilled to announce today that we're continui...
Stephen Cognetta
Getting ready for a software engineering interview and need to brush up on your React skills? We've got the most common React interview questions.
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Hiring freezes across tech have affected candidates' confidence. Here are the companies they're still applying to and which ones they're avoiding.
Nick
Getting ready for an interview at Meta (Facebook)? Learn about the most frequently asked Meta interview questions and answers, as well as the compl...
Exponent Team
In this article, we outline the most common MongoDB interview questions and answers from beginner to advanced NoSQL concepts.
Amany Mounes
Getting ready for a job at Google and want to know more about the interview process? We've got you covered. Everything from the phone screen to the...
Exponent Team
Trying to get a job at Google? Get ready to answer the "Why Google?" interview question about why you want to work at one of the world's most impor...
Exponent Team
Here's exactly how to find an executive coach for you or your company.
Stephen Cognetta
Looking for system design books to brush up on the fundamentals or learn more about microservices? We curated some of our favorites.
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Anthony Pellegrino
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The most commonly asked REST API interview questions to prep for system design, software engineering, and other technical interviews.
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Write and format your product manager cover letter with our tips and sample to break into your next product management role in 2022.
Stephen Greet
As a junior developer, there are things you can do to stand out in an interview to make up for your lack of experience. Show hunger for the role an...
Exponent Team
Are you working to become a Solutions Architect or looking for a new Solutions Architect role? The role of a solution architect is one of the most...
Anthony Pellegrino
Recently, Stack Overflow published its Developer Survey. We took a deep dive to discover the top 10 highest paying tech jobs reported in 2022.
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We've outlined the most commonly asked AWS interview questions below. From load balancers to database sharding, get prepped for your upcoming Amazo...
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Product roadmaps are critical for product management at every company. Check out our list of the 9 best product roadmap tools to use in 2022.
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Before you'll get a job offer at Google, you'll need to pass the GCA interview. Despite it's importance, it's hard to prepare. But here's how.
Anthony Pellegrino
Are you wondering how to explain your layoff in upcoming interviews? Don't worry, it shouldn't hurt your chances. Here what's to say.
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Do you want to become a cloud architect, but don't know where to start? Check out our guide on the different cloud architect career paths here.
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We've sourced 30 of the top technical PM interview questions from Big Tech companies like Google, Meta, Amazon, LinkedIn, and more.
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Curious about how to become a machine learning engineer? Get the inside scoop on skills and trends to find the right role for you.
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Hiring freezes and layoffs are becoming commonplace in tech. What does that mean for you and your job in the coming months and years?
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Here's a definitive guide on what a security engineer does and more on how to become one.
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We wrote this article to provide you with everything you need to know about what a UX designer does so you can judge if this is the right career fo...
Anthony Pellegrino