Prepare for and practice interview questions from Admarketplace.

Admarketplace Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

Admarketplace Interview Guides

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?

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 you work for a social media company that has just done a launch in a new city. Looking at weekly metrics, you see a slow decrease in the average number of comments per user from January to March in this city.

The company has been consistently growing new users in the city from January to March.

What are some reasons why the average number of comments per user would be decreasing and what metrics would you look into?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

Decreasing Comments

How would you investigate a decline in the average number of comments per user?

Product Sense and Product Metrics

Admarketplace Salaries by Position

<div><h2>Pricing Analyst</h2>At adMarketplace, our mission is to deliver the most engaging consumer search experiences while empowering advertisers to measure media performance accurately. Today, millions of people worldwide engage with our exclusive, transparent media placements across the internet's leading browsers, shopping apps, and review sites.Our award-winning culture is built around five core values (known as our 5C's): Curiosity, Collaboration, Creative Conflict, Commitment, and Competitiveness. With these guiding values, adMarketplace seeks to empower our team to reach their full potential through continued learning, and the opportunity to do their best work.<h3>The Role</h3>We have a fantastic opportunity for a Pricing Analyst to join our growing team. The right person will be a champion of big data who can extrapolate big ideas from data analysis. You will lead major projects to deliver scalable solutions addressing our most significant business challenges and drive key decisions through data-driven insights.What You'll Do<ul><li>Lead the synthesis of complex raw data into actionable insights that drive business results and inform strategic decisions</li><li>Identify and analyze key trends and opportunities for various business teams and effectively communicate findings in a simple, compelling manner</li><li>Develop a comprehensive understanding of our data landscape, partner with business leads to provide data sets and ad hoc reporting to solve day-to-day issues or answer key questions from our business teams</li><li>Build reports and tableau dashboards via our new business intelligence platform</li><li>Partner with the product team and other stakeholders to support and manage data projects of varying scales, ensuring alignment with business objectives</li></ul>Qualifications<ul><li>BA/BS degree or equivalent in Statistics, Mathematics, BI, CS, Engineering, or a related field; advanced degree is a plus</li><li>1+ years of relevant experience in data analysis, business intelligence, or a related field</li><li>Proven ability to organize large data sets to answer critical questions, extrapolate trends, and tell a story</li><li>Highly proficient knowledge of Excel (pivot tables, VLOOKUP, formulas, and advanced functions)</li><li>Experience with SQL and databases</li><li>Python and other scripting languages is a plus</li><li>Excellent written and verbal communication skills, with the ability to translate complex data insights into actionable business recommendations</li><li>Strong understanding of key business drivers and the ability to maintain attention to detail while seeing the broader picture</li><li>A proactive approach to professional growth and a keen interest in staying abreast of industry trends and advancements</li><li>Experience in the advertising industry is a significant advantage</li></ul>Compensation Range: $70,000 - $80,000 + Bonus & Equity</div>

Question	Topic	Difficulty	Ask Chance
Boarding Times Bias	Statistics	Medium	Very High
Hundreds of Hypotheses	Statistics	Medium	Very High
Decreasing Comments	Product Sense and Product Metrics	Easy	Very High

Admarketplace Interview Questions

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Admarketplace Interview Questions

Admarketplace Salaries by Position

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