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Miso Robotics Interview Questions

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Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Statistics

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

A/B Testing & Experimentation

<h3>Job Description</h3><div>Job Description<div>Our Company Miso Robotics is transforming the restaurant industry, and making food workers’ lives better. Our signature product is an AI-powered kitchen robot named Flippy which automates the dangerous operation of a restaurant’s fry station and cooks all sorts of fried items. Flippy is powered by a sophisticated AI platform driven by our proprietary and patented technologies. Miso is a well known first-mover in kitchen automation, AI, and robotics. The company has raised over $150 million from equity crowdfunding, which we believe makes it THE most successful crowdfunding story in history. It has successfully piloted its products with the most prominent global brands in food, and now it’s time for the company to scale. We are building a world-class team, and are looking for more exceptional people to join us. The role As a Platform Software Engineer at Miso Robotics, you will work with a team of talented software developers to expand and mature our kitchen automation system and cloud-connected infrastructure which power Flippy. You will perform hard-core coding, debugging, testing and troubleshooting throughout the development process. You will use your expertise in software engineering to own the design, prototype, and commercialization of core software. You will work closely in-person with robotics specialists in controls, machine learning, and computer vision. What You’ll Do ● Code, debug, test and troubleshoot software throughout the development process. ● Develop sophisticated state machines that efficiently manage and optimize various cooking workflows. ● Engineer streamlined, user-friendly procedures for robotic system installations ensuring a smooth user experience. ● Design and implement robust monitoring solutions to continuously track and ensure the health of our robotic systems in various environments. ● Use best engineering judgment to iterate on code and refactoring repeatedly to improve our software generality and quality. ● Read our code and documentation to understand our existing architecture and practices. ● Adhere to and help improve our software development lifecycle (SDLC) processes. ● Take ownership when developing, maintaining, improving, testing and releasing software. ● Create unit tests and system-level tests to verify code functionality. ● Create architectural diagrams that demonstrate flow of data through the system. Requirements ● BS or higher in Computer Science (or related field) and 2+ years of relevant industry experience ● Experience in system software, network stacks, state machines, and SQL databases for robotic systems ● Python programming expertise and familiarity with C++ ● Proficiency in developing applications in the Robot Operating System (ROS) ● Proficiency with working in development environments that comprise of Linux, Docker, and Git ● Self-motivated, responsible, and excellent written and verbal interpersonal skills ● Ability to collaborate effectively as a remote team member ● Strong attention to detail, analytical skills, and ability to learn quickly ● Collaborative team player with a drive to take initiative and ownership Desired Multipliers  ● Experience with cloud and edge computing ● Experience developing platforms that serve multiple robotic products Compensation $150,000-$175,000/yr + Equity + Benefits The stated compensation range reflects only the targeted base salary range for candidates residing in the Los Angeles Metro area and excludes additional earnings such as bonus and benefits. If your salary requirements fall outside of the range, we still encourage you to apply. At Miso Robotics, we are committed to fostering an inclusive, diverse, and equitable workplace where every team member is valued and respected. We believe that diversity in our team drives innovation and creativity, which is why we strive to create a welcoming environment for everyone, regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or veteran status.Powered by JazzHRaZS16MD8Gl</div></div>

Question	Topic	Difficulty	Ask Chance
Boarding Times Bias	Statistics	Medium	Very High
Hundreds of Hypotheses	Statistics	Medium	Very High
Experiment Validity	A/B Testing & Experimentation	Medium	Very High

Miso Robotics Interview Questions

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Miso Robotics Interview Questions

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