Get a Job at IBM: Interview Process and Top Questions
Curious about the IBM interview process? Learn what questions to expect and how to get a job at IBM.
Christy Umberger
Exponent Blog
Read our latest blog posts on product management, software engineering, and other tech roles.
Data Analyst Resume Guide and Templates
Below, we'll show you how to write the perfect data analyst resume. You can write it from scratch or use our resume templates from candidates who ...
Exponent Team
Get a Job at Adobe: Interview Process and Top Questions
Curious about the Adobe interview process? Learn what questions to expect and how to get a job at Adobe.
Christy Umberger
Get a Job at Discord: Interview Process and Top Questions
Curious about the Discord interview process? Learn what questions to expect and how to get a job at Discord.
Christy Umberger
Ace Your Data Engineering Interview (2025 Guide)
Below, we discuss how to prepare for and ace data engineering interviews. 🧠About this guide: Written by Thang Tran, a senior data engineer (ex-Am...
Exponent Team
Get a Job at JPMorganChase: Interview Process and Top Questions
Curious about the JPMorganChase interview process? Learn what questions to expect and how to get a job at JPMorganChase.
Christy Umberger
Get a Job at Goldman Sachs: Interview Process and Top Questions
Curious about the Goldman Sachs interview process? Learn what questions to expect and how to get a job at Goldman Sachs.
Christy Umberger
Get a Job at Visa: Interview Process and Top Questions
Curious about the Visa interview process? Learn what questions to expect and how to get a job at Visa.
Christy Umberger
Get a Job at NVIDIA: Interview Process and Top Questions
Curious about the NVIDIA interview process? Learn what questions to expect and how to get a job at NVIDIA.
Christy Umberger
ML Engineer Resume Guide and Templates
Learn how to write a machine learning engineer resume. Includes templates. Stand out from other candidates.
Exponent Team
Get a Job at Oracle: Interview Process and Top Questions
Curious about the Oracle interview process? Learn what questions to expect and how to get a job at Oracle.
Christy Umberger
Get a Job at Pinterest: Interview Process and Top Questions
Curious about the Pinterest interview process? Learn what questions to expect and how to get a job at Pinterest.
Christy Umberger
Developing Your Product Sense
Learn how to improve your product sense.
Exponent Team
Get a Job at DoorDash: Interview Process and Top Questions
Curious about the DoorDash interview process? Learn what questions to expect and how to get a job at DoorDash.
Christy Umberger
Get a Job at Coinbase: Interview Process and Top Questions
Curious about the Coinbase interview process? Learn what questions to expect and how to get a job at Coinbase.
Christy Umberger
Get a Job at Walmart: Interview Process and Top Questions
Curious about the Walmart interview process? Learn what questions to expect and how to get a job at Walmart.
Christy Umberger
Get a Job at Uber: Interview Process and Top Questions
Curious about the Uber interview process? Learn what questions to expect and how to get a job at Uber.
Christy Umberger
Get a Job at Capital One: Interview Process and Top Questions
Curious about the Capital One interview process? Learn what questions to expect and how to get a job at Capital One.
Christy Umberger
Amazon Leadership Principles Interview (2025 Guide)
💡This guide is for Amazon interview candidates, vetted by Amazon Bar Raisers. tl;dr This is how candidates typically prep for an Amazon Leadersh...
Kevin Landucci
AI Product Management 101
Learn the basics of developing, launching, and maintaining an AI product as a product manager.
Exponent Team
Data Engineering Interview Questions and Answers (2025 Guide)
Preparing for a data engineering interview? These are some of the most common data engineering interview questions reported by real candidates.
Exponent Team
Get a Job at Bolt: Interview Process and Top Questions
Curious about the Bolt interview process? Learn what questions to expect and how to get a job at Bolt.
Christy Umberger
Get a Job at Databricks: Interview Process and Top Questions
Curious about the Databricks interview process? Learn what questions to expect and how to get a job at Databricks.
Christy Umberger
Get a Job at Scale AI: Interview Process and Top Questions
Curious about the Scale AI interview process? Learn what questions to expect and how to get a job at Scale AI.
Christy Umberger
Get a Job at Dropbox: Interview Process and Top Questions
Curious about the Dropbox interview process? Learn what questions to expect and how to get a job at Dropbox.
Christy Umberger
Get a Job at LinkedIn: Interview Process and Top Questions
Curious about the LinkedIn interview process? Learn what questions to expect and how to get a job at LinkedIn.
Christy Umberger
Top 25 SQL Data Engineering Interview Questions
SQL is a fundamental topic in data engineering interviews at all levels. Below, we've compiled a list of example SQL interview questions indicativ...
Exponent Team
Data Scientist vs. Machine Learning Engineer: Key Differences and Career Insights
Interested in learning the differences between data science and machine learning? Thinking of a career as a data scientist or a machine learning en...
Jordyn Haime
Get a Job at OpenAI: Interview Process and Top Questions
Curious about the OpenAI interview process? Learn what questions to expect and how to get a job at OpenAI.
Christy Umberger
Top 39 Deep Learning Interview Questions in 2024
Learn the most commonly asked deep learning machine learning interview questions and answers, including deep learning fundamentals and advanced top...
Exponent Team
Top AI/ML Companies Hiring Now
If you want to join a team on the cutting edge of AI, check out these companies with open jobs. Our curated shortlist includes leading AI companie...
Exponent Team
Exponent Acquires Codin
We are thrilled to announce that Exponent has acquired the Codin platform, a hands-on project collaboration and portfolio-building platform founded...
Stephen Cognetta
What is a Data Scientist? Role And Career Insights
What does a data scientist do? What is the role of a data scientist in large and small companies? Learn the key responsibilities, skills, and impac...
Exponent Team
Get a Job at Stripe: Interview Process and Top Questions
Curious about the Stripe interview process? Learn what questions to expect and how to get a job at Stripe.
Christy Umberger
Data Scientist vs Data Engineer: Key Differences and Career Insights
Interested in learning the differences between data science and data engineering? Thinking of a career as a data scientist or a data engineer?
Exponent Team
Top 20 Python Machine Learning Interview Questions and Answers in 2024
Learn the most commonly asked Python machine learning interview questions and answers, including Python fundamentals and Python libraries related t...
Exponent Team
Top 25 SQL Data Science Interview Questions
SQL is a fundamental topic in data science interviews at all levels. Querying, manipulating, and interpreting data are key skills for any data scie...
Exponent Team
Get a Job at TikTok: Interview Process and Top Questions
Curious about the TikTok interview process? Learn what questions to expect and how to get a job at TikTok.
Christy Umberger
Get a Job at Shopify: Interview Process and Top Questions
Curious about the Shopify interview process? Learn what questions to expect and how to get a job at Shopify.
Exponent Team
Get a Job at Spotify: Interview Process and Top Questions
Curious about the Spotify interview process? Learn what questions to expect and how to get a job at Spotify.
Exponent Team
Top 25 Python Data Science Interview Questions in 2024
Learn the most commonly asked Python data science interview questions and answers, including Python fundamentals and Python libraries related to da...
Exponent Team
Top 25 Statistics Data Science Interview Questions in 2024
Learn the most commonly asked statistics data science interview questions and answers, including data pre-processing, probability, regression, and ...
Exponent Team
Top ML Interview Questions (2025 Guide)
Learn the most commonly asked machine learning interview questions and answers, including conceptual, coding, and system design questions.
Exponent Team
Get a Job in Tech: Interview Process and Prep
Learn about the tech interview process, including application tips, recruiter calls, technical screenings, and onsite interviews, with insights on ...
Exponent Team
Introducing Exponent Practice: Elevating Peer Mock Interviews
We’re excited to announce Exponent Practice, a major upgrade to our peer-to-peer mock interview platform.
Exponent Team
How to Prepare for a Tech Mock Interview: Tips for Success
Mock interviews help you hone your interviewing skills, refine your responses, and familiarize yourself with likely interview questions.
Exponent Team
Case Study: Georgia Tech College of Computing
How Georgia Tech's College of Computing uses Exponent to prepare their students for careers in technology. 👋Want to help your students land more t...
Exponent Team
How to Avoid Down-Leveling in Tech Roles
Down leveling is a common issue in the job hiring process, especially for software engineers. It happens when a candidate is offered a position at...
Exponent Team
How to Get a Job After Graduating from a Coding Bootcamp
Trying to get a job after graduating from a coding bootcamp? Learn how to prepare and ace your interviews.
Exponent Team
Machine Learning System Design Interview (2025 Guide)
This is a breakdown of machine learning system design interviews. ✅Verified: This guide was written by Angelica Chen, a Meta machine learning engi...
Exponent Team
Complete Guide to Machine Learning Engineering Interviews
Do you have an upcoming machine learning interview? This is an ML engineer interview guide that covers core machine learning concepts you should k...
Exponent Team
Complete Guide to Negotiating Your Tech Salary and Compensation
Get the tech salary you deserve. Learn how to navigate salary negotiation, exploding offers, equity, and more.
Exponent Team
Cloud Solutions for Legacy Systems as a Solutions Architect (Interview)
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
Navigating Price Objections as a Solutions Architect: Mock Interview and Answer
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
Design a Distributed Message Queue: System Design Mock Interview
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 Service - System Design Interview (Question + Answer)
Design a hotel booking system in this system design mock interview. Learn about functional and non-functional requirements, back-end approaches, an...
Jacob Simon
Design ChatGPT - System Design Mock Interview
Learn about ChatGPT, a system that uses a Transformer model for generating replies. Discover how to design chatbots using supervised fine-tuning an...
Jacob Simon
APM Map by Exponent
Discover resources to help you navigate your journey into product management APM Map is now part of Exponent: the ultimate destination for technic...
Stephen Cognetta
Exponent Acquires Nova Platform
We are thrilled to announce that Exponent has acquired the Nova platform, a next-generation professional social network founded by Andrew Tan. At ...
Stephen Cognetta
Exponent Acquires Learn Educate Discover
We're thrilled to announce that Exponent has acquired Learn Educate Discover, the popular online platform founded by Sonali Mangal.
Stephen Cognetta
Meta Layoffs Tracker
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...
Jacob Simon
How to Write a Resume for Apple + Templates
Trying to get a job at Apple? Learn how to craft the perfect resume for applying to a job at Apple.
Anthony Pellegrino
Nail the Transition From Sales to Marketing
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...
Anthony Pellegrino
Netflix Salary Negotiation Guide
Learn how to negotiate your Netflix compensation package, including salary, benefits, and stock options.
Anthony Pellegrino
System Design Interview: Load Balancers
Learn the fundamentals of load balancers and questions you might get during a system design interview.
Exponent Team
Venture Capital Behavioral Mock Interview: Why Floodgate?
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
Design Food Delivery System like Uber Eats (Mock Interview)
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...
Omar Hijazi
How to Succeed as a Non-Technical Product Manager
Are you a non-technical product manager looking for career advice? Learn about essential skills and how to build and manage technical products.
Anthony Pellegrino
1:1 Candidate Support—Carrus.io joins Exponent
We're excited to welcome Carrus.io to the Exponent community.
Stephen Cognetta
Should You Become a Product Manager?
Thinking of breaking into product management in 2023? Get a preview of the career and projects you'll be working on.
Exponent Team
MC List is Joining Exponent
Today we're thrilled to announce that MC List, the number-one platform for finding management consulting programs, is joining Exponent. By joining...
Stephen Cognetta
How to Transition to Product Management From Any Role: The Complete Guide
📚Hey there! Considering transitioning into product management from another role?.Our product manager interview course can help you nail the intervi...
Anthony Pellegrino
How to Write a Microsoft Resume - With Resume Samples
🧠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
Creating a UX Portfolio to Land the Job: A Step-By-Step Guide
Learn to create a standout UX portfolio Showcase your design skills and set yourself apart in interviews. Select the right projects to include and ...
Anthony Pellegrino
Ultimate Guide to Web3 Product Management (+ interview questions and answers)
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
How to Become a Machine Learning Engineer
Are you considering a career as a machine learning engineer? Are you curious about transitioning from software engineering or data science into an ...
Exponent Team
What Is the STAR Method? How to Use It in Interviews
The STAR method is a structured approach to answering behavioral interview questions. It helps candidates provide clear and concise responses that ...
Anthony Pellegrino
Get a Job at Netflix: Interview Process and Top Questions
Do you want to work at Netflix, one of the most prominent entertainment and media companies on the planet? It should be no surprise that the Netfl...
Exponent Team
Get a Job at Airbnb: Interview Process and Top Questions
Interviewing for job at Airbnb? Review the interview process and top questions asked in technical and non-technical interviews.
Exponent Team
What Is Business Operations & Strategy (Biz Ops)?
A role in Biz Ops gives candidates a uniquely influential position at a company. Business operations impact nearly every part of a business's succe...
Anthony Pellegrino
How Do You Talk About Being Laid Off in a Mass Layoff?
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
How to Negotiate Your Severance Package in Tech
Learn how to negotiate the terms of your severance pay and package so that you can maximize your exit.
Exponent Team
What Are The Responsibilities of a Scrum Master?
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
Ace the BizOps Interview (Top Questions and Answers)
Get ready for your upcoming BizOps interviews with our top questions and interview guide.
Exponent Team
How a Salesforce Solutions Architect Conducts Discovery Calls
See how a solutions architect from Salesforce conducts the discovery process with customers. Learn about their pain points, tech stack, and more.
Exponent Team
What Happened to Tech Hiring in 2022? (+ Who's Still Hiring)
Learn where FAANG and tech candidates focused their attention in 2022 and which companies are still hiring going into 2023.
Nick
System Design Interview Guide: FAANG and Startups
This is an in-depth guide to system design interviews for software engineers, engineering managers, technical program managers, and staff-level eng...
Exponent Team
Top Product Manager Interview Questions (2025 Guide)
Prepare for your product manager interview by studying the most frequently asked questions. Learn to answer behavioral, analytical, product design,...
Exponent Team
Complete Guide to Engineering Manager Interviews (and Top Questions)
Everything you need to prepare for an engineering manager interview. Top questions and answers and management advice.
Exponent Team
The 10 Best Places to Find an Interview Coach
An interview coach can help you prep for upcoming interviews. Practice mock interviews and get guidance from the top interview coaching services.
Exponent Team
Coalition Is Hiring Product Managers - What It's Like & How to Ace the Interview
💡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
Amazon Behavioral Interview Questions and Answers (2025 Guide)
Learn how to answer the most common Amazon behavioral interview questions. Sourced and verified from real Amazon candidates.
Exponent Team
What Are The Amazon Leadership Principles?
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
What Cloud Platforms Should You Learn For A Job In 2022?
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 Solutions Architect Salary in 2022
AWS (Amazon Web Services) Solutions Architects have many consequential responsibilities. Specifically, they are hired to design, deploy, and mainta...
Anthony Pellegrino
The Top 10 Highest Paying Programming Languages of 2023
Want to know what programming languages pay the most? Check out the highest paid salaries for each language.
Anthony Pellegrino
The Top 12 Best Software Engineering Books You Need To Read
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
The Best Tech Companies to Work for (According to Employees)
From high salaries to great company culture, these are the best tech companies to work for.
Exponent Team
Top Node.js Interview Questions
Getting ready for a Node.js interview? Prep with these top Node.js interview questions.
Tatsat Jha