Prepare for and practice interview questions from Taskrabbit.

Taskrabbit Interview Questions

taskrabbit is revolutionizing how work gets done - for our taskers, our clients and importantly, our employees. we were founded back in 2008 and are one of the pioneers of the sharing economy. since then, we've been building a peer-to-peer marketplace that safely and reliably connects neighbors to get things done.

taskrabbit is revolutionizing how work gets done - for our taskers, our clients and importantly, our employees. we were founded back in 2008 and are one of the pioneers of the sharing economy. since then, we've been building a peer-to-peer marketplace that safely and reliably connects neighbors to get things done.

Overview

Taskrabbit Interview Guides

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

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

Taskrabbit Salaries by Position

<h3>Job Description</h3><div>Job Description<div><div>About Taskrabbit:Taskrabbit is a marketplace platform that conveniently connects people with Taskers to handle everyday home to-do's, such as furniture assembly, handyman work, moving help, and much more.At Taskrabbit, we want to transform lives one task at a time. As a company we celebrate innovation, inclusion and hard work. Our culture is collaborative, pragmatic, and fast-paced. We're looking for talented, entrepreneurially minded and data-driven people who also have a passion for helping people do what they love.Together with IKEA, we're creating more opportunities for people to earn a consistent, meaningful income on their own terms by building lasting relationships with clients in communities around the world.<ul><li>Taskrabbit is a remote-first company with employees distributed across the US and EU</li><li>5-time Best Places to Work in 2022 by BuiltIn. Including Best Companies in SF, Best Mid-Sized Companies, and Best Benefits</li><li>DataBird journal's "Best Places" Best Companies for Diversity, #1 2019 and 2020</li><li>DataBird journal's "Best Places" Best Companies for Women, #4 2019 and #1 2020</li></ul></div>This role will be fully remote through August 2025 with the expectation that employees will begin working 2 days per week in our dedicated office space in downtown SF starting September 2025. About the Team: This role sits within the Strategy, Insights and Planning team and is responsible for providing company-wide business insights, while creating an environment of trusted resources that lead to better data-driven decisions. We focus on enterprise-level reporting and visualizations, analyze business performance, and drive strategic recommendations. We also empower our end-users to make informed business decisions by providing access to trusted and reliable data. About the Role:As a Senior Business Analyst, you will be responsible for driving insights across the Taskrabbit platform, from top of funnel lead generation through the conversion pipeline and retargeting and churn prevention. You'll know how our clients are moving through our website and App, and how our brand and perception play a key role in our business performance. This team has cross-company collaboration, focuses on high-priority enterprise level business insights, and builds solutions that clearly articulate what is happening in the business. You will be an expert communicator, as we are a team of storytellers that our leadership relies on to improve business outcomes. Join us in transforming lives, one task at a time. Responsibilities:<ul><li>Transform data to deliver timely and reliable reporting and analytics that underlie key business decisions</li><li>Create insightful recommendations by applying your statistics, analytical and business skills to complex problems</li><li>Dive deep and be an expert in our datasets by transforming and analyzing data from multiple sources</li><li>Effectively communicate your findings and recommendations to relevant stakeholders</li><li>Discover patterns, insights, and opportunities to inform future business strategy, while evaluating current business performance</li><li>Build dashboards and reports for relevant stakeholders through data visualization tools </li><li>Analyze and solve problems at their root, stepping back to understand the broader context</li><li>Develop cross-functional relationships to champion data-driven decisions </li><li>Translate ambiguous business problem statements into actionable analytical solutions, build metrics that quantify the impact of business decisions</li><li>Partner closely with data engineers to improve and/or create foundational data models that will support analytics and reporting</li></ul> Requirements:<ul><li>A BS/MS in economics, mathematics, statistics, or equivalent analytical experience</li><li>3-6 years using analytics to drive key business decisions across business intelligence, strategy and analytics, marketing, operations, finance</li><li>Experience building data visualizations to inform business decisions (e.g., Sigma, Looker, PowerBI, Tableau, etc.)</li><li>Experience with SQL and large volumes of data </li><li>Excellent verbal, presentation, and written communication skills</li><li>Experience in B2C marketing analytics, business analytics or consulting role</li><li>Great attention to detail and quality.</li></ul> Nice to have skills:<ul><li>Knowledge of dbt and other modern data tools like Fivetran</li><li>Experience with Python (Pandas, Numpy, etc.)</li><li>Technical understanding of data warehousing/data pipelining solutions</li><li>Experience implementing and utilizing Web Analytic tools (Google Analytics, Adobe Analytic, etc.)</li><li>Experience gathering, distilling, and providing requirements to technical engineering and data teams</li><li>Proficient in statistical techniques and concepts (regression, power analysis, clustering, etc.)</li><li>Experience with a marketplace business model and a global brand</li></ul> Compensation & Benefits:At Taskrabbit, our approach to compensation is designed to be competitive, transparent and equitable. Total compensation consists of base pay + bonus + benefits + perks.The annual gross pay range for this position is $105,000 - $145,000. This range is representative of base pay only, and does not include any other total cash compensation amounts, such as company bonus or benefits. Final offer amounts may vary from the amounts listed above, and will be determined by factors including, but not limited to, relevant experience, qualifications, geography, and level.<div>You'll love working here because:<ul><li>Taskrabbit is a Remote-First Company. We value flexibility and choice but also stay committed to regular in-person connection.</li><li>The People. You will be surrounded by some of the most talented, supportive, smart, and kind leaders and teams -- people you can be proud to work with!</li><li>The Diverse Culture. We believe that we make better decisions when our workforce reflects the diversity of the communities in which we operate. Women make up half of our leadership team and our diversity representation is above that of the tech industry average.</li><li>The Perks. Taskrabbit offers US employees employer-paid health insurance and a 401k match with immediate vesting. Taskrabbit offers EU employees medical insurance. We offer all of our global employees, generous and flexible time off with 2 company-wide closure weeks, Taskrabbit product stipends, wellness + productivity + education stipends, IKEA discounts, reproductive health support, and more. Benefits vary by country of employment. </li></ul>Taskrabbit's commitment to Diversity and Inclusion:An Active Commitment to Equity within our Company and Platform.We are an inclusive community where all who share our mission and values belong. Our anti-racist culture actively strengthens the knowledge, understanding, and awareness of underrepresented experiences and our ongoing allyship commitment. Our diverse team represents the communities we serve, breaking down systemic barriers, and transforming lives- one action at a time.Taskrabbit is an equal opportunity employer and values diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, ancestry, citizenship, gender, gender identity, sexual orientation, age, marital status, military/veteran status, or disability status. Taskrabbit is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities. Taskrabbit will consider for employment all qualified applicants with criminal histories in a manner consistent with applicable law. Taskrabbit will never use text or chat applications to conduct interviews. We have a thoughtful and interactive interview process that includes an initial recruiter phone screen and several video-based interviews with our hiring teams. Communications will always be conducted by taskrabbit.com domain names.</div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>About Taskrabbit:Taskrabbit is a marketplace platform that conveniently connects people with Taskers to handle everyday home to-do's, such as furniture assembly, handyman work, moving help, and much more.At Taskrabbit, we want to transform lives one task at a time. As a company we celebrate innovation, inclusion and hard work. Our culture is collaborative, pragmatic, and fast-paced. We're looking for talented, entrepreneurially minded and data-driven people who also have a passion for helping people do what they love.Together with IKEA, we're creating more opportunities for people to earn a consistent, meaningful income on their own terms by building lasting relationships with clients in communities around the world.<ul><li>Taskrabbit is a remote-first company with employees distributed across the US and EU</li><li>5-time Best Places to Work in 2022 by BuiltIn. Including Best Companies in SF, Best Mid-Sized Companies, and Best Benefits</li><li>DataBird journal's "Best Places" Best Companies for Diversity, #1 2019 and 2020</li><li>DataBird journal's "Best Places" Best Companies for Women, #4 2019 and #1 2020</li></ul></div>This role will be remote first with limited travel through August 2025 with the expectation that employees will begin working 2 days per week in our dedicated office space starting September 2025. About the RoleData Science and Analytics are the lifeblood of TaskRabbit, and we are scaling up the Data Science and Analytics team to provide key insights to drive our business forward. We are seeking a highly skilled and motivated Data Scientist to join us, working closely with cross-functional teams from product, engineering, marketing and business to provide data-driven insights and solutions that enhance our products and accelerate growth. What you will work on<ul><li>Be a strategic thought partner with stakeholders from product, business and marketing to define high-impact analytical problems, and solve them using different analytical and statistical approaches with data.</li><li>Proactively perform data exploration and analytical deep dives to identify growth opportunities in user acquisition, retention and conversion.</li><li>Collaborate with stakeholders to define and measure success metrics for new features and products, conduct hypothesis testing (A/B testing, multivariate experiments, quasi-experimental design and causal inference) to optimize product features and user experiences, and provide data-driven recommendations for product improvements and innovations.</li><li>Work closely with cross-functional teams to understand their data needs, and present findings and actionable insights in a clear and compelling manner.</li><li>Foster a data-driven culture within the organization by advocating for best practices in data analysis and interpretation.</li><li>Cultivate strong partnerships with cross-functional stakeholders from product, design, consumer research, engineering, business etc.</li></ul>Who you are<ul><li>BS, MS or Ph.D. in a quantitative field (e.g., Statistics, Econometrics, Computer Science, Engineering, Mathematics, Data Science, Operations Research).</li><li>A minimum of 5 years working experiences in analytics with strong product sense.</li><li>Experience with A/B testing, experimentation, and statistical analysis.</li><li>Excellent analytical and problem-solving skills.</li><li>Advanced in SQL, fluent in Python, and familiar with data pipeline and git.</li><li>A self-starter with the ability to work independently and drive your own projects.</li><li>Ability to communicate complex data findings in a clear and concise manner.</li></ul>Compensation & Benefits:At Taskrabbit, our approach to compensation is designed to be competitive, transparent and equitable. total compensation consists of base pay + bonus + benefits + perks.The base pay range for this position is $115,000. - $160,000 This range is representative of base pay only, and does not include any other total cash compensation amounts, such as company bonus or benefits. Final offer amounts may vary from the amounts listed above, and will be determined by factors including, but not limited to, relevant experience, qualifications, geography, and level.<div>You'll love working here because:<ul><li>Taskrabbit is a Remote-First Company. We value flexibility and choice but also stay committed to regular in-person connection.</li><li>The People. You will be surrounded by some of the most talented, supportive, smart, and kind leaders and teams -- people you can be proud to work with!</li><li>The Diverse Culture. We believe that we make better decisions when our workforce reflects the diversity of the communities in which we operate. Women make up half of our leadership team and our diversity representation is above that of the tech industry average.</li><li>The Perks. Taskrabbit offers US employees employer-paid health insurance and a 401k match with immediate vesting. Taskrabbit offers EU employees medical insurance. We offer all of our global employees, generous and flexible time off with 2 company-wide closure weeks, Taskrabbit product stipends, wellness + productivity + education stipends, IKEA discounts, reproductive health support, and more. Benefits vary by country of employment. </li></ul>Taskrabbit's commitment to Diversity and Inclusion:An Active Commitment to Equity within our Company and Platform.We are an inclusive community where all who share our mission and values belong. Our anti-racist culture actively strengthens the knowledge, understanding, and awareness of underrepresented experiences and our ongoing allyship commitment. Our diverse team represents the communities we serve, breaking down systemic barriers, and transforming lives- one action at a time.Taskrabbit is an equal opportunity employer and values diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, ancestry, citizenship, gender, gender identity, sexual orientation, age, marital status, military/veteran status, or disability status. Taskrabbit is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities. Taskrabbit will consider for employment all qualified applicants with criminal histories in a manner consistent with applicable law. Taskrabbit will never use text or chat applications to conduct interviews. We have a thoughtful and interactive interview process that includes an initial recruiter phone screen and several video-based interviews with our hiring teams. Communications will always be conducted by taskrabbit.com domain names.#LI-Hybrid</div></div></div>

Taskrabbit Interview Questions

Overview

Taskrabbit Interview Guides

Taskrabbit Interview Questions

Taskrabbit Salaries by Position

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