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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

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

Spokeo Salaries by Position

About SpokeoJoin our mission to make the world more transparent with data.Spokeo is a people search engine that helps over 18 million monthly visitors reconnect with friends, reunite with families, and protect against fraud. Additionally, our 12 billion records and over 250 million unique profiles help business professionals locate people and assets, research criminal investigation subjects, and more.Founded in 2006, we have grown to a remote-first company of nearly 200 dedicated employees with an average tenure of 4.5 years. Find out why we were named a “Best Company” for 2023 by Comparably for Women, Compensation, Happiest Employees, Company Perks & Benefits, and Work-Life Balance, as well as “Best CEO” for co-founder Harrison Tang.About this OpportunityWe seek an exceptional Senior Product Manager, Web to lead a cross-functional team, enhance the Spokeo site, including consumer and business product experiences, and drive conversion and retention. As someone with a keen eye for user experience, strong collaboration skills, and excellent stakeholder management capabilities, you will deliver innovative solutions that elevate all end-user experiences. In this role, you will have the authority to ideate and develop features that delight customers, defining the product roadmap through collaboration with business stakeholders and engineering, analytics, design, marketing, legal, and other product management teams. Reporting to the Senior Director of Product Management, this role offers a unique opportunity to make a meaningful impact in a dynamic and fast-paced environment.What You’ll Do:<ol><li>Lead a cross-functional Scrum team as Product Owner, owning the planning and prioritization of the backlog, monitoring key metrics, and driving efficient end-to-end product development from conception to launch.</li><li>Collaborate with product, engineering, design, and analytics teams to drive innovation. Implement new features, collect feedback and requirements, and gain deeper insights to drive the product's future.</li><li>Embrace the opportunity to challenge the norm and relentlessly pursue simple, elegant customer experiences.</li><li>Stay up-to-date with industry trends beyond Spokeo, align product teams and partners, and inspire leadership to support your product and business ideas.</li><li>Serve as a product evangelist, promoting alignment among leadership, cross-functional stakeholders, and the product team.</li></ol>What You’ve Done:<ol><li>You have a Bachelor’s degree in Computer Science, other Engineering-related disciplines, Marketing, Business Administration, or Product-related fields.</li><li>You have 5+ years of experience with product management, product development, and funnel optimization for consumer web products.</li><li>You are experienced in collaborating with cross-functional teams, engaging senior stakeholders, and using agile software development.</li><li>You can create a well-planned roadmap by strategically breaking down projects into delivery phases, such as MVPs, and optimizing customer and business value with minimal effort.</li><li>You know how to utilize both quantitative (e.g., metrics, analytics) and qualitative data (e.g., research, user feedback) to inform product prioritization and decision-making.</li><li>You have excellent written and verbal communication skills. Your clear and concise product specs inspire and motivate teams toward a bold vision and delivery excellence.</li><li>Experience with data related to public records, people, businesses, and/or properties is highly preferred. Experience with UI, UX, and/or HCI is desired.</li></ol>Working at SpokeoOur mission is to advance transparency, and to achieve that goal, we rally around six core values: listening with empathy, understanding the why, clarifying with data, innovating to learn, collaborating to achieve, and insisting on quality.As a remote-first company, we are able to hire team members residing in the following US states: AZ, CA, CO, FL, GA, KY, MD, MI, MO, NH, NJ, NV, NC, PA, SC, SD, TX, VA, or WA.In addition to a highly competitive base salary, our generous benefits include:<ul><li>participation in a company bonus program</li><li>stock options</li><li>401K</li><li>100% medical/dental/vision coverage</li><li>unlimited PTO</li><li>mental health resources</li><li>paid home office equipment</li><li>fitness reimbursements</li><li>support paying for courses</li><li>twice a year, we offer discretionary, merit-based salary increases</li><li>and more</li></ul>Privacy Notice for Candidates: <a href="#">https://www.spokeo.com/recruiting-policy</a>Spokeo is an equal opportunity employer. Applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability, or protected veteran status. Spokeo fosters a business culture where ideas and decisions from all people help us grow, innovate, create the best products, and be relevant in a rapidly changing world.Note: You must be authorized to work for any employer in the U.S. We are unable to sponsor or take over sponsorship of one’s employment visa at this time.#LI-Remote
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Spokeo Interview Questions

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Spokeo Interview Questions

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