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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?

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 we have a table with an <code>id</code> and <code>name</code> fields. The table holds over 100 million rows and we want to sample a random row in the table without throttling the database.

Write a query to randomly sample a row from this table.

Input:

<code>big_table</code> table

<table>
<thead>
<tr>
<th>Columns</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>name</code></td>
<td>VARCHAR</td>
</tr>
</tbody>
</table>

Write a query to randomly sample a row from a big table.

Random SQL Sample

Media.Net Salaries by Position

Product Manager Location : Mumbai About Media.net :Founded in 2011, Media.net is a leading global advertising technology company that develops innovative products for both publishers and advertisers. Since inception, Media.net has made substantial investments in its business and built one of the most comprehensive portfolios of advertising technology in the industry across search, mobile, display, native, local, products and video globally. Our platform and products are licensed & used by some of the largest publishers, ad networks and other ad tech companies worldwide.Media.net has 1400+ employees in key operation centers across – New York, Los Angeles, Dubai, Mumbai and Bangalore. Media.net’s U.S. headquarters are based in New York and Global headquarters are in Dubai. Role Summary: As a Product Manager, you would play a key role in contributing your key skills to the innovation first, disruptive, product development teams of a rapidly growing global ad tech organization that is media.net, thereby accelerating our company’s product excellence in the world of ad tech, a multi-billion dollar industry that is growing at an exponential rate every year fueling spot on search & discovery + monetization of commerce on the internet. You would be a part of our Global Product teams, getting great & crucial exposure to the dynamics & everyday working of product management of a global platform that is media.net. Key Responsibilities: ● Define the product roadmap and ensure successful product delivery: own the product life cycle, which includes defining the product roadmap, working closely with the engineering team on feature specification and making decisions about implementation.● Evaluate technologies and identify opportunities to innovate and improve our features and capabilities.● Strategize, implement, and maintain program initiatives that adhere to the product/business objectives.● Launch new products and features, test their performance, and iterate constantly and quickly● Work with development, test, business leadership and our partner teams to ensure that products meet the functional, quality, performance, scalability, privacy, security and usability goals.● Work on capacity planning based on new customers and partners on boarding and expected traffic growth.● Write Quality functional & performance specs and lead your feature team in shipping features on time with high quality● You will be charged with competition review and analysis, prioritizing features that provide us a competitive advantage, furthering the revenue objectives of the company and delivering a kick-ass user experience, for these projects.● Work in a fast-paced environment and have a strong passion for quality, security and performance Who should apply for this role?●2-4 years of experience in a product management ecosystem, delivering highly successful and innovative product solutions (near term & long term both).● MBA/PG from an institute of excellence highly preferred.● Prior experience in software development preferable pre product management experience given the nature of this high tech org.● Experience leading complex strategic and operational initiatives, working through technical, operational and business challenges & problem solving.● Entrepreneurial drive and demonstrated ability to achieve goals in a high agility, innovation first, fast paced environment.● Thinking outside of the box to develop and implement short and long-term creative solutions.● Strong technical problem-solving skills, understanding of Web 2.0 concepts● Great cross-functional group collaboration acumen.● Ability to go technically deep and quickly ramp up on new technologies.● You are an Analytics Ninja and can derive actionable insights from copious amounts of data.● Ability to work independently in highly ambiguous environments● You also keep in touch with technology advancements and understand the impact of new standards on product design & development.● Strong independent thinker who works well in a team setting, high on collaboration

Job Summary:We are seeking a highly analytical and data-driven individual to join our dynamic mobile apps business as a Business Analyst. As a Business Analyst, you will be responsible for extracting insights from large and complex datasets to drive data-informed decision-making and support our mobile app strategy. You will collaborate with cross-functional teams, including product managers, developers, marketers, and executives, to optimize app performance, identify growth opportunities, and enhance user experience. This role requires strong analytical skills, a deep understanding of mobile app metrics, and the ability to communicate complex findings in a clear and actionable manner. Responsibilities:- Collect, analyze, and interpret data from various sources, including app analytics platforms and market research, to identify trends, patterns, and insights related to app performance and user behavior.- Develop and maintain dashboards, reports, and visualizations to provide stakeholders with timely and accurate information on key performance indicators (KPIs) and business metrics.- Collaborate with cross-functional teams to define, track, and analyze metrics that align with business goals and objectives, such as user acquisition, retention, engagement, and monetization.- Conduct ad hoc analysis to answer specific business questions and provide actionable recommendations for improving app performance and user experience.- Collaborate with the product team to identify and prioritize new features, enhancements, and experiments based on data-driven insights.- Identify and implement strategies for A/B testing and experimentation to optimize app features, user interface, and conversion funnels.- Monitor and evaluate app store reviews and ratings, identifying trends and feedback to inform product improvements.- Stay updated with industry trends, new technologies, and emerging practices in mobile app analytics and business intelligence. Requirements:- Bachelor's degree in a quantitative field such as Mathematics, Statistics, Economics, or Computer Science. A Master's degree is a plus.- 3+ years of proven experience as a Business Analyst or similar role, preferably in the mobile apps or technology industry.- Proficiency in SQL for data extraction and manipulation from relational databases.- Strong analytical skills and experience working with large datasets, using tools such as Excel, Python, or R for data analysis and visualization.- Familiarity with app analytics platforms (e.g., Firebase, Google Analytics) and their key metrics.- Experience with data visualization tools (e.g., Tableau, Power BI) to create insightful reports and dashboards.- Knowledge of A/B testing and experimental design methodologies.- Excellent problem-solving skills and the ability to translate complex data into actionable insights.- Strong communication and presentation skills, with the ability to effectively convey technical information to both technical and non-technical stakeholders.- Ability to work collaboratively in a fast-paced, cross-functional environment.- Passion for mobile apps, technology, and the digital landscape. If you are a data enthusiast with a passion for mobile apps and want to play a pivotal role in driving data-informed decisions, we would love to hear from you. Join our team and help shape the future of our mobile apps business through insightful analysis and actionable recommendations. If the above role sounds interesting, do write to me at Kanika.a@media.net

Product Manager Location : Gurgaon About Media.net :Founded in 2011, Media.net is a leading global advertising technology company that develops innovative products for both publishers and advertisers. Since inception, Media.net has made substantial investments in its business and built one of the most comprehensive portfolios of advertising technology in the industry across search, mobile, display, native, local, products and video globally. Our platform and products are licensed & used by some of the largest publishers, ad networks and other ad tech companies worldwide.Media.net has 1400+ employees in key operation centers across – New York, Los Angeles, Dubai, Mumbai and Bangalore. Media.net’s U.S. headquarters are based in New York and Global headquarters are in Dubai. Role Summary: As a Product Manager, you would play a key role in contributing your key skills to the innovation first, disruptive, product development teams of a rapidly growing global ad tech organization that is media.net, thereby accelerating our company’s product excellence in the world of ad tech, a multi-billion dollar industry that is growing at an exponential rate every year fueling spot on search & discovery + monetization of commerce on the internet. You would be a part of our Global Product teams, getting great & crucial exposure to the dynamics & everyday working of product management of a global platform that is media.net. Key Responsibilities: ● Define the product roadmap and ensure successful product delivery: own the product life cycle, which includes defining the product roadmap, working closely with the engineering team on feature specification and making decisions about implementation.● Evaluate technologies and identify opportunities to innovate and improve our features and capabilities.● Strategize, implement, and maintain program initiatives that adhere to the product/business objectives.● Launch new products and features, test their performance, and iterate constantly and quickly● Work with development, test, business leadership and our partner teams to ensure that products meet the functional, quality, performance, scalability, privacy, security and usability goals.● Work on capacity planning based on new customers and partners on boarding and expected traffic growth.● Write Quality functional & performance specs and lead your feature team in shipping features on time with high quality● You will be charged with competition review and analysis, prioritizing features that provide us a competitive advantage, furthering the revenue objectives of the company and delivering a kick-ass user experience, for these projects.● Work in a fast-paced environment and have a strong passion for quality, security and performance Who should apply for this role?●2-4 years of experience in a product management ecosystem, delivering highly successful and innovative product solutions (near term & long term both).● MBA/PG from an institute of excellence highly preferred.● Prior experience in software development preferable pre product management experience given the nature of this high tech org.● Experience leading complex strategic and operational initiatives, working through technical, operational and business challenges & problem solving.● Entrepreneurial drive and demonstrated ability to achieve goals in a high agility, innovation first, fast paced environment.● Thinking outside of the box to develop and implement short and long-term creative solutions.● Strong technical problem-solving skills, understanding of Web 2.0 concepts● Great cross-functional group collaboration acumen.● Ability to go technically deep and quickly ramp up on new technologies.● You are an Analytics Ninja and can derive actionable insights from copious amounts of data.● Ability to work independently in highly ambiguous environments● You also keep in touch with technology advancements and understand the impact of new standards on product design & development.● Strong independent thinker who works well in a team setting, high on collaboration

About Media.net:Media.net is a leading online ad-tech company that develops innovative products for advertisers and publishers. Media.net has one of the most comprehensive portfolios of advertising technology in the industry across search, native, display, mobile, local, products and video. Media.net manages high-quality ad supply on over 500,000 websites and its platform and products are licensed by some of the largest publishers, ad networks and other ad tech companies worldwide. Media.net is one of the largest contextual advertising company worldwide.Media.net has key operation centers across – North America, Europe and Asia. Media.net's US HQ is based in New York, and Global HQ in Dubai. Role: Product Manager 2Location: Mumbai Key Responsibilities: <ul><li>Launch new products and features, test their performance, and iterate constantly and quickly.</li><li>Work with development, test, business leadership and our partner teams to ensure that product meets functional, quality, performance, scalability, privacy, security and usability goals</li><li>Work on capacity planning based on new customers and partners on boarding and expected traffic growth.</li><li>Write Quality functional & performance specs and lead your feature team in shipping features on time with high quality.</li><li>You will be charged with competition review and analysis, prioritizing features that provide us a competitive advantage, furthering the revenue objectives of the company and delivering a kick-ass user experience, for these projects.</li><li>Work in a fast-paced environment and have a strong passion for quality, security, and performance.</li></ul> Requirements: <ul><li>Has a B.E/B.TECH (preferred) & an MBA/PG from an institute known for its excellence in this field.</li><li>At least 1 year of experience prior to MBA and 3-4 years of experience as a Product Manager delivering highly successful and innovative dev platforms.</li><li>Strong technical problem-solving skills, understanding of Web 2.0 concepts.</li><li>Great cross-group collaboration acumen along with excelling at project management of day to day product management deliverables.</li><li>Ability to technically deep dive and quickly ramp up on understanding/grasp of new technologies.</li><li>You are an Analytics Ninja and can derive awesome insights from large amounts of data (you generally love data & the analytics part of this job as it helps you intrinsically understand your deliverables better)</li><li>Ability to work independently in highly ambiguous environments.</li><li>You also keep in touch with technology advancements and understand the impact of new standards on product design.</li><li>Strong independent thinker who works well in a team setting</li></ul>

Senior Product Manager Location : Gurgaon/Mumbai About Media.net :Founded in 2011, Media.net is a leading global advertising technology company that develops innovative products for both publishers and advertisers. Since inception, Media.net has made substantial investments in its business and built one of the most comprehensive portfolios of advertising technology in the industry across search, mobile, display, native, local, products and video globally. Our platform and products are licensed & used by some of the largest publishers, ad networks and other ad tech companies worldwide.Media.net has 1400+ employees in key operation centers across – New York, Los Angeles, Dubai, Mumbai and Bangalore. Media.net’s U.S. headquarters are based in New York and Global headquarters are in Dubai. Role Summary: As a Senior Product Manager, you would play a key role in contributing your key skills to the innovation first, disruptive, product development teams of a rapidly growing global ad tech organization that is media.net, thereby accelerating our company’s product excellence in the world of ad tech, a multi-billion dollar industry that is growing at an exponential rate every year fueling spot on search & discovery + monetization of commerce on the internet. You would be a part of our Global Product teams, getting great & crucial exposure to the dynamics & everyday working of product management of a global platform that is media.net. Key Responsibilities: ● Define the product roadmap and ensure successful product delivery: own the product life cycle, which includes defining the product roadmap, working closely with the engineering team on feature specification and making decisions about implementation.● Evaluate technologies and identify opportunities to innovate and improve our features and capabilities.● Strategize, implement, and maintain program initiatives that adhere to the product/business objectives.● Launch new products and features, test their performance, and iterate constantly and quickly● Work with development, test, business leadership and our partner teams to ensure that products meet the functional, quality, performance, scalability, privacy, security and usability goals.● Work on capacity planning based on new customers and partners on boarding and expected traffic growth.● Write Quality functional & performance specs and lead your feature team in shipping features on time with high quality● You will be charged with competition review and analysis, prioritizing features that provide us a competitive advantage, furthering the revenue objectives of the company and delivering a kick-ass user experience, for these projects.● Work in a fast-paced environment and have a strong passion for quality, security and performance Who should apply for this role?● 4+ years of experience in a product management ecosystem, delivering highly successful and innovative product solutions (near term & long term both).● MBA/PG from an institute of excellence highly preferred.● Prior experience in software development preferable pre product management experience given the nature of this high tech org.● Experience leading complex strategic and operational initiatives, working through technical, operational and business challenges & problem solving.● Entrepreneurial drive and demonstrated ability to achieve goals in a high agility, innovation first, fast paced environment.● Thinking outside of the box to develop and implement short and long-term creative solutions.● Strong technical problem-solving skills, understanding of Web 2.0 concepts● Great cross-functional group collaboration acumen.● Ability to go technically deep and quickly ramp up on new technologies.● You are an Analytics Ninja and can derive actionable insights from copious amounts of data.● Ability to work independently in highly ambiguous environments● You also keep in touch with technology advancements and understand the impact of new standards on product design & development.● Strong independent thinker who works well in a team setting, high on collaboration

Media.Net Interview Questions

Media.Net Interview Guides

Media.Net Interview Questions

Media.Net Salaries by Position

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