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Media.Net Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

Media.Net 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?

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?

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?

Media.Net Salaries by Position

Role: Product Manager – Mobile Apps Business Location: Bangalore About Media.net :Media.net is a leading, global ad tech company that focuses on creating the most transparent and efficient path for advertiser budgets to become publisher revenue. Our proprietary contextual technology is at the forefront of enhancing Programmatic buying, the latest industry standard in ad buying for digital platforms.The Media.net platform powers major global publishers and ad-tech businesses at scale across ad formats like display, video, mobile, native, as well as search. Media.net’s U.S. HQ is based in New York, and the Global HQ is in Dubai. With office locations and consultant partners across the world, Media.net takes pride in the value-add it offers to its 50+ demand and 21K+ publisher partners, in terms of both products and services. About the Role:We are looking for an experienced Product Manager to join our team focused on Android mobile applications. In this role, you will be responsible for driving the development, growth, and optimization of Android apps that deliver value to both customers and the business. You will work closely with cross-functional teams, including engineering, design, and marketing, to deliver a seamless mobile experience and help shape the future of our products.Key Responsibilities:1. Product Strategy & Vision:<ul><li>Define and execute the product strategy for Android apps, ensuring alignment with business objectives and customer needs.</li><li>Identify market trends, user pain points, and emerging technologies to create innovative product solutions.</li><li>Develop and maintain a detailed product roadmap, ensuring timely delivery and iterative improvements.</li></ul> 2. Customer Insights & Market Research:<ul><li>Conduct in-depth market research, surveys, and competitor analysis to stay informed about industry trends and customer needs.</li><li>Translate customer insights into actionable product features and improvements.</li><li>Collaborate with UX and UI teams to ensure exceptional user experiences.</li></ul>3. Product Development & Execution:<ul><li>Partner with engineering, design, and marketing teams to define clear product requirements and ensure successful delivery.</li><li>Oversee the entire product lifecycle, from initial concept through development, launch, and post-launch optimization.</li><li>Lead product sprints and feature prioritization based on data-driven insights and business goals.</li></ul> 4. Performance Tracking & Optimization:<ul><li>Define key performance indicators (KPIs) to measure product success, including user engagement, retention, and conversion.</li><li>Monitor app performance and user feedback to identify areas for improvement.</li><li>Utilize analytics tools such as Google Analytics, Mixpanel, and others to drive data-informed decision-making.</li></ul>5. Stakeholder Collaboration:<ul><li>Serve as a liaison between business, technical, and design teams, ensuring clear communication and alignment on product goals.</li><li>Present product updates, strategies, and key insights to the leadership and stakeholders.</li></ul> Qualifications:<ul><li>Bachelor’s degree in Computer Science, Engineering, Business, or a related field; an MBA is a plus.</li><li>1-2 years of product management experience, preferably in mobile apps or software products.</li><li>Strong understanding of Android platforms, app development processes, and mobile technologies.</li><li>Proficiency with tools like Clickup, Asana, and analytics platforms (Google Analytics, Mixpanel, etc.).</li><li>Excellent communication, presentation, and stakeholder management skills.</li><li>Strong analytical mindset with the ability to make data-driven decisions.</li></ul> Preferred Skills:<ul><li>Proven success in launching and scaling Android apps, especially consumer-facing products.</li><li>Experience in building products from scratch (0-to-1).</li><li>A deep passion for mobile technology and user-centric product development.</li></ul>

Software Development Engineer II - (Backend) Life at Media.net : At Media.Net, we take pride in ensuring that people love their jobs and have a great time at work while shaping the future of ad tech. We are extremely passionate about hiring great talent that is interested in building the next generation of web products, and we believe that happy and motivated team members play an instrumental role in achieving this goal.Our suite of benefits is a reflection of what we stand for as a company, and that includes everything from great medical care (physical and mental) and life insurance to discounted meals and even a concierge service. Media.net workspaces are designed to be comfortable and collaborative, with seating plans and open spaces that help our employees strike interesting conversations, a dedicated space to unwind with indoor activities, and well-stocked pantries. Flexible work hours and flexi leaves allows every Media.net team member to build a working schedule that works for their roles and responsibilities.If you like the idea of working in an exciting, fun, and tech-savvy workspace, for a company that is on the cutting-edge of internet products that truly make a global impact, then we want to get to know you! About Media.net :Media.net is a leading, global ad tech company that focuses on creating the most transparent and efficient path for advertiser budgets to become publisher revenue. Our proprietary contextual technology is at the forefront of enhancing Programmatic buying, the latest industry standard in ad buying for digital platforms. The Media.net platform powers major global publishers and ad-tech businesses at scale across ad formats like display, video, mobile, native, as well as search. Media.net’s U.S. HQ is based in New York, and the Global HQ is in Dubai. With office locations and consultant partners across the world, Media.net takes pride in the value-add it offers to its 50+ demand and 21K+ publisher partners, in terms of both products and services. Ad Exchange team :Media.net serves billion of digital ad impressions globally on a daily basis and we are committed to providing a top-notch experience to our customers for all kinds of digital ads like Banner ads, Search ads, different kinds of Video ads, Native ads, Audio ads, etc.AdExchage team is responsible for developing a highly scalable, low latency distributed real-time digital ads marketplace that handles hundreds of billions of transactions daily. This product is present across the globe with major Data Centres across, US, EUROPE, and APAC. The team is responsible for making sure that the product is designed in the most efficient fashion in terms of infrastructure and latency. We handle multi-hundred Million dollars of floating revenue annually and this business is growing at a very fast pace year on year. An ideal team member would be the one who is fascinated with the scale, wants to work on complex problems, build large-scale distributed systems, wants to make the system more optimized and intelligent, and can own the complete product or parts of the product. Why you should join us :● If you want to join the mission for making a world of better looking ads.● If you are fascinated to make optimized system.● If you want to work with huge amount of data and make billion of decisions daily with sub-millisecond latency.● If you want to work on global products spanned across the globe in 7 data centers. You would have the opportunity to work on both multi-cloud and CoLocation environments.● If you want to handle large-scale infra. At peak time we run around 1500+ servers only for our ad serving infrastructure and huge amount in infrastructure for AdQuality systems.● If you want to build systems, which can execute tens of millions of rules in sub-millisecond time dimension.● If you want to take ownership of the systems at any level of experience.● If you want to work on complex systems, which are capable of intelligently processing and making relevant decisions huge amount of data every day.● If you want to contribute to a business growing at a rate of 1.5x-2x YoY.● Apart from working on complex algorithms and distributed systems, the team uses technologies like AeroSpike, Redis, MySql, Kubernetes, Dockers, Kafka, node.js, Javascript, Selenium etc. Requirements :● 3- 6 years of software development experience.● Good grasp of programming fundamentals including OOP, Design Patterns, and Data Structures.● Can write bug-free, production-quality code in any Low-Level programming language preferably JAVA, nodejs● Excellent analytical, mathematical, logical, and problem-solving skills.● Knowledge of Javascript Fundamentals like PropertyDescriptor, EventListeners, Iframes etc● Experience with selenium, chromehub, browsersatck or similar technologies would be an added advantage.● Good knowledge of relational and NoSQL databases.● Have excellent low-level design skills.● Knowledge of high volume, low latency, Multi-threaded, large-scale distributed systems.● Knowledge of abuse protection mechanisms would be good to have● Ability to understand business requirements and take ownership of the product.● Exhibit passion and enthusiasm for building, enhancing, and maintaining large-scale platforms.

Product AnalystFounded 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. Their platform and products are licensed by some of the largest publishers, ad networks and other ad tech companies worldwide. Media.net has 1,550-plus 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. Position: Senior Product AnalystLocation: Mumbai Profile Sketch:<ul><li>As a Senior Product Analyst at Media.net, your goal is to provide engineering teams with actionable data insights, create data models, and identify and track key performance indicators.</li><li>You would continually contribute to and learn from the dynamic field of analytics and decision science at the intersection of user experience, business, and technology.</li><li>You will be responsible for solving problems end-to-end by defining the scope of the problem, trying different data-driven approaches to solve them, and digging deep into the data to reach relevant conclusions.</li></ul> Successful candidates in this role would bring these things to the table:<ul><li>Knack for experimentation & dissection of data</li><li>High agency & strong work ethic</li><li>Genuine Interest in GenAI and Advertising</li></ul> Roles and Responsibilities:<ul><li>Work with cross-functional partners to understand business needs and create and complete end-to-end analytics including data collection, analysis and continuous results at scale.</li><li>Create visual representations of quantitative information to provide effective presentation of findings and recommendations to multiple levels of leadership, design and automate reports, iteratively build and prototype dashboards, and Deliver insights at scale and find solutions to your analytical needs.</li><li>Research your competitors to see what's already out there and what upgrades you can introduce to create a better or more useful product.</li><li>Experiment at the heart of what you do. Own, facilitate and document data-driven experiments as a team to improve product delivery</li><li>Monitor product performance in different markets and gain insights.</li></ul>You will be someone who:<ul><li>3-4 years of experience as a data/product analyst.</li><li>Advanced analytical skills and basic understanding of Web 2.0 concepts.</li><li>Strong writing skills to create reports on target markets and product opportunities.</li><li>Ability to integrate complex data into actionable goals.</li><li>Critical thinking skills to encourage original and productive ideas.</li><li>Interpersonal skills to work with diverse stakeholders with potentially competing interests.</li><li>Advanced Standard Query Language (SQL) skills & ability to create actionable Dashboards</li><li>Enjoys consuming and creating content with a product and analytics lens (Always asking - why does this work?)</li><li>Dabbles with GenAI and enjoys keeping up to date with the latest developments in this space</li><li>A clear mind + an obsession with simplicity + data driven.</li></ul>

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. Their platform and products are licensed by some of the largest publishers, ad networks and other ad tech companies worldwide. Media.net has 1,500-plus 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. Profile Sketch : As an Associate 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 <a>media.net</a>. Successful candidates in this role would bring these things to the table:<ul><li>Knack for experimentation & dissection of data</li><li>High agency & strong work ethic</li><li>Genuine Interest in GenAI and Advertising</li></ul> Position: Associate Product ManagerLocation: Mumbai Key Responsibilities:<ul><li>Launch new products and features, test their performance, and iterate constantly and quickly.</li><li>Drive scalable & measurable experiments, and devise innovative solutions to produce new revenue streams</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 with a laser sharp focus on ROI</li><li>Work in a fast-paced environment and have a strong passion for quality, security, and performance.</li></ul> You will be someone who:<ul><li>Preferably has as a B.E/B.TECH & an MBA/PG from an institute known for its excellence.</li><li>At least 2 years of experience prior to MBA (data / software development roles)</li><li>Enjoys consuming and creating content with a product and analytics lens (Always asking - why does this work?)</li><li>Dabbles with GenAI and enjoys keeping up to date with the latest developments in this space</li><li>Strong technical problem-solving skills, understanding of Web 2.0 concepts.</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</li><li>Ability to work independently in highly ambiguous environments with high agency and high ownership</li><li>Strong independent thinker who works well in a team setting</li></ul>

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

Media.Net Interview Questions

Media.Net Interview Guides

Media.Net Interview Questions

Media.Net Salaries by Position

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