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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

In an A/B test, how can you check if assignment to the various buckets was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

Pathai Salaries by Position

PathAI's mission is to improve patient outcomes with AI-powered pathology. Our platform promises substantial improvements to the accuracy of diagnosis and the efficacy of treatment of diseases like cancer, leveraging modern approaches in machine learning. Rigorous science and careful analysis is critical to the success of everything we aspire to do. Our team, comprising of diverse employees with a wide range of backgrounds and experiences, is passionate about solving challenging problems and making a huge impact.We're looking for skilled and experienced engineers to join our team and help lay the groundwork for our growing software platform. We believe in using the best tool for the job. While we’re always looking to improve, in this role, those tools currently include:<ul><li>Python/Django</li><li>VueJS</li></ul><h3>What You'll Do</h3><ul><li>Solve interesting problems with code.</li><li>Build new features for internal and external users, and refactor existing ones to make them better.</li><li>Work with a wide range of systems, processes, and technologies to solve problems in sustainable ways. Sometimes you'll be neck-deep in low-level systems, and other times you'll be pairing up with the front-end team on the user interface.</li><li>Drive the architecture of our application platform, considering the team and our future product roadmap.</li><li>Collaborate with product, design, front-end, machine learning, and infrastructure teams.</li><li>Drive and uphold high engineering standards, bringing consistency to the codebases you encounter and ensuring software is adequately reviewed, tested, and integrated.</li><li>Mentor, learn, and share knowledge with others along the way.</li><li>Contribute to the development of software as a medical device aiming at improving patient outcomes</li></ul><h3>What You’ll Need</h3><ul><li>Experience. You've been around the block more than a couple times, typically via 5+ years of work in this field.</li><li>Education. Generally, a bachelor's degree is really helpful in working with our team on this kind of work, however, equivalent years of experience can substitute.</li><li>An insatiable intellectual curiosity and the ability to learn quickly in a complex space</li></ul><h3>We Want to Hear From You</h3>At PathAI, we are looking for individuals who are team players, are willing to do the work no matter how big or small it may be, and who are passionate about everything they do. If this sounds like you, even if you may not match the job description to a tee, we encourage you to apply. You could be exactly what we're looking for.PathAI is an equal opportunity employer, dedicated to creating a workplace that is free of harassment and discrimination. We base our employment decisions on business needs, job requirements, and qualifications — that's all. We do not discriminate based on race, gender, religion, health, personal beliefs, age, family or parental status, or any other status. We don't tolerate any kind of discrimination or bias, and we are looking for teammates who feel the same way.
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Who We Are PathAI is on a mission to improve patient outcomes with AI-powered pathology. We are transforming traditional pathology methods into powerful, new technologies. These innovations in pathology can help accelerate drug development, improve confidence in the accuracy of diagnosis, and get life-saving therapies to patients more quickly. At PathAI, you'll work with a diverse and talented team of people, who are dedicated to solving complex problems and making a huge impact. Where You Fit We are seeking an experienced and driven Senior Product Manager, Platform Products who will play a pivotal role in advancing PathAI's product strategy. As an individual contributor, you'll be responsible for owning and optimizing specific platform features and initiatives, with a focus on scaling functionality, enhancing the user experience, and work closely with our engineering, product, commercial, pathology, biomedical data science, clinical affairs, quality, regulatory, and business operations teams to take our world class product to the next level. What You'll Do <ul><li>Lead the development and implementation of platform product initiatives, collaborating closely with engineering, business, and design teams.</li><li>Define clear product requirements, prioritize features, and work with cross-functional teams to ensure alignment and timely delivery.</li><li>Analyze and translate user needs, market trends, and competitive insights into actionable platform features that enhance scalability and performance.</li><li>Monitor and measure product performance, using insights to drive continuous improvement and value delivery.</li><li>Communicate progress, learnings, and results to stakeholders, ensuring transparency and alignment with business objectives.</li></ul>What You Bring <ul><li>5+ years experience in software product management</li><li>1-3 years experience in health tech</li><li>1-3 years of demonstrated experience leading product managers </li><li>Enterprise software (SaaS) experience preferred</li><li>Strong analytical and problem-solving skills, with the ability to interpret data and make informed decisions.</li><li>Excellent communication and collaboration abilities, with a track record of effective cross-functional partnerships.</li></ul>We Want To Hear From You At PathAI, we are looking for individuals who are team players, are willing to do the work no matter how big or small it may be, and who are passionate about everything they do. If this sounds like you, even if you may not match the job description to a tee, we encourage you to apply. You could be exactly what we're looking for. PathAI is an equal opportunity employer, dedicated to creating a workplace that is free of harassment and discrimination. We base our employment decisions on business needs, job requirements, and qualifications - that's all. We do not discriminate based on race, gender, religion, health, personal beliefs, age, family or parental status, or any other status. We don't tolerate any kind of discrimination or bias, and we are looking for teammates who feel the same way. #LI-Hybrid

Who We Are PathAI is on a mission to improve patient outcomes with AI-powered pathology. We are transforming traditional pathology methods into powerful, new technologies. These innovations in pathology can help accelerate drug development, improve confidence in the accuracy of diagnosis, and get life-saving therapies to patients more quickly. At PathAI, you'll work with a diverse and talented team of people, who are dedicated to solving complex problems and making a huge impact. Where You Fit We are seeking an experienced and driven Senior Product Manager, Platform Products who will play a pivotal role in advancing PathAI's product strategy. As an individual contributor, you'll be responsible for owning and optimizing specific platform features and initiatives, with a focus on scaling functionality, enhancing the user experience, and work closely with our engineering, product, commercial, pathology, biomedical data science, clinical affairs, quality, regulatory, and business operations teams to take our world class product to the next level. What You'll Do <ul> <li>Lead the development and implementation of platform product initiatives, collaborating closely with engineering, business, and design teams. </li><li>Define clear product requirements, prioritize features, and work with cross-functional teams to ensure alignment and timely delivery. </li><li>Analyze and translate user needs, market trends, and competitive insights into actionable platform features that enhance scalability and performance. </li><li>Monitor and measure product performance, using insights to drive continuous improvement and value delivery. </li><li>Communicate progress, learnings, and results to stakeholders, ensuring transparency and alignment with business objectives. </li></ul>What You Bring <ul> <li>5+ years experience in software product management </li><li>1-3 years experience in health tech </li><li>1-3 years of demonstrated experience leading product managers </li> <li>Enterprise software (SaaS) experience preferred </li><li>Strong analytical and problem-solving skills, with the ability to interpret data and make informed decisions. </li><li>Excellent communication and collaboration abilities, with a track record of effective cross-functional partnerships. </li></ul>We Want To Hear From You At PathAI, we are looking for individuals who are team players, are willing to do the work no matter how big or small it may be, and who are passionate about everything they do. If this sounds like you, even if you may not match the job description to a tee, we encourage you to apply. You could be exactly what we're looking for. PathAI is an equal opportunity employer, dedicated to creating a workplace that is free of harassment and discrimination. We base our employment decisions on business needs, job requirements, and qualifications - that's all. We do not discriminate based on race, gender, religion, health, personal beliefs, age, family or parental status, or any other status. We don't tolerate any kind of discrimination or bias, and we are looking for teammates who feel the same way. #LI-Hybrid

Pathai Interview Questions

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Pathai Interview Questions

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