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Thrive Market Interview Questions

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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

Thrive Market Salaries by Position

ABOUT THRIVE MARKET Thrive Market was founded in 2014 with a mission to make healthy and sustainable living easy and affordable for everyone. As an online, membership-based market, we deliver the highest quality healthy, and sustainable products at member-only prices. Every day, we help our 1.4M+ Members find better products, support better brands, and build a better world in the process. We are a profitable, half-billion-dollar revenue business proving that mission-focused companies can succeed. We are also a Certified B Corporation, recently became a Public Benefit Corporation, and are a Climate Neutral Certified company. Join us as we bring healthy and sustainable living to millions of Americans in the years to come. THE ROLE Thrive Market's Data Engineering team is seeking a Lead Data Engineer! We are looking for a brilliant, dedicated, and hardworking engineer to help us build high-impact products alongside our Data Strategy Team. Thrive Market sees millions of unique visitors every month, and we are one of the fastest-growing e-commerce companies in the country. We are looking for a Senior Data Engineer with hands-on experience working on structured/semi-structured/Complex data processing and streaming frameworks. We need your amazing software engineering skills to help us execute our Data Engineering & Analytics initiatives and support our Finance and Accounting teams with revenue recognition, inventory management, etc. In this role, we are hoping to bring someone in who is equally excited about our mission, learning the tech behind the company, and can work cross-functionally with other engineering teams. RESPONSIBILITIES <ul><ul><li>Collaborate with Finance and Accounting teams to understand business requirements and translate them into technical specifications</li><li>Collaborate with technical teams to deliver data solutions that meet business and technical requirements</li><li>Lead the ongoing development of a specialized Operational Data Store (ODS) that integrates with NetSuite to create a SOX-compliant automated order-to-cash process</li><li>Be hands-on and take full ownership of the entire data services lifecycle, including requirements gathering, data profiling, data ingestion, ETL development, and validation of data products for reporting and analysis</li><li>Architect data modeling and ETL processes to ensure data is transformed accurately and promptly, with clear audit logs recorded</li><li>Develop a thorough knowledge and understanding of cross-system integration, interactions, and relationships to develop an enterprise view of Thrive Market's future data needs </li><li>Identify, troubleshoot, and resolve production data integrity and performance issues</li><li>Work across multiple projects and efforts to orchestrate and deliver cohesive data engineering solutions in partnership with various functional teams at Thrive Market</li><li>Recommend/Ensure technical functionality (e.g. scalability, security, performance, data recovery, reliability, audibility, etc.) for Data Engineering</li><li>Apply enterprise and solution architecture decisions to data architecture frameworks and data models</li></ul></ul> QUALIFICATIONS <ul><ul><li>10+ years of experience in Data Engineering or related roles within the retail industry</li><li>Strong understanding of retail operations, including inventory management, logistics, revenue recognition, and customer behavior, to ensure data solutions align with financial goals and business needs</li><li>Advanced understanding of SQL with experience in writing complex queries for data transformation and reporting</li><li>Experience in using DBT to transform and model data in various Cloud Data Warehouses</li><li>Solid programming skills in Python for data processing, automation, and integration tasks</li><li>Expertise in Snowflake data warehouse architecture, including performance tuning and optimization</li><li>In-depth knowledge and experience with data and information architecture patterns and implementation approaches for Operational Data Stores, Data Warehouses, Data Marts, and Data Lakes</li><li>Strong proficiency with integration tools and platforms such as Apache Airflow, Fivetran, and message queuing systems</li><li>Proficiency in logical/physical data architecture, design, and development </li><li>Strong ability to work independently (hands-on) while also being an effective team player</li><li>Excellent analytical and problem-solving skills, particularly when navigating loosely defined issues or conflicting information</li><li>Strong data sense with the ability to effectively identify and query errors in mission-critical data systems</li><li>Adept in the ability to elicit, gather, and manage requirements in an Agile delivery environment </li><li>Excellent communication and presentation skills (verbal, written, presentation) across all levels of the organization. Ability to translate ambiguous concepts into tangible ideas</li><li>Nice to have(s)</li><li>Strong understanding of public company financial reporting and accounting principles in the context of e-commerce and retail</li><li>Experience with financial reporting tools and delivering high-quality reports and dashboards</li><li>Experience with Development Tools for CI/CD, Unit and Integration testing, Automation, and Orchestration E.g. GitHub, Jenkins, Concourse, Airflow, Terraform</li><li>Experience in working with streaming and real-time data processing.</li></ul></ul> BELONG TO A BETTER COMPANY <ul><ul><li>Comprehensive health benefits (medical, dental, vision, life and disability)</li><li>Competitive salary (DOE) + equity</li><li>401k plan</li><li>9 Observed Holidays</li><li>Flexible Paid Time Off</li><li>Subsidized ClassPass Membership with access to fitness classes and wellness and beauty experiences</li><li>Ability to work in our beautiful co-working space at WeWork in Playa Vista and other locations</li><li>Free Thrive Market membership with exclusive employee discount</li><li>Coverage for Life Coaching & Therapy Sessions on our holistic mental health and well-being platform</li> We're a community of more than 1 Million + members who are united by a singular belief: It should be easy to find better products, support better brands, make better choices, and build a better world in the process. At Thrive Market, we believe in building a diverse, inclusive, and authentic culture. If you are excited about this role along with our mission and values, we encourage you to apply. Thrive Market is an EEO/Veterans/Disabled/LGBTQ employer At Thrive Market, our goal is to be a diverse and inclusive workplace that is representative, at all job levels, of the members we serve and the communities we operate in. We're proud to be an inclusive company and an Equal Opportunity Employer and we prohibit discrimination and harassment of any kind. We believe that diversity and inclusion among our teammates are critical to our success as a company, and we seek to recruit, develop, and retain the most talented people from a diverse candidate pool. If you're thinking about joining our team, we expect that you would agree! If you need assistance or accommodation due to a disability, please email us at eeo@thrivemarket.com and we'll be happy to assist you. Ensure your Thrive Market job offer is legitimate and don't fall victim to fraud. Thrive Market never seeks payment from job applicants. Thrive Market recruiters will only reach out to applicants from an @thrivemarket.com email address. For added security, where possible, apply through our company website at www.thrivemarket.com. © Thrive Market 2024 All rights reserved.</ul>></ul> JOB INFORMATION <ul><ul><li>Compensation Description - The base salary range for this position is $170,000 - $220,000/Per Year. </li><li>Compensation may vary outside of this range depending on several factors, including a candidate's qualifications, skills, competencies and experience, and geographic location. </li><li>Total Compensation includes Base Salary, Stock Options, Health & Wellness Benefits, Flexible PTO, and more! </li></ul></ul> #LI-DR1

ABOUT THRIVE MARKET Thrive Market was founded in 2014 with a mission to make healthy and sustainable living easy and affordable for everyone. As an online, membership-based market, we deliver the highest quality healthy, and sustainable products at member-only prices. Every day, we help our 1.4M+ Members find better products, support better brands, and build a better world in the process. We are a profitable, half-billion-dollar revenue business proving that mission-focused companies can succeed. We are also a Certified B Corporation, recently became a Public Benefit Corporation, and are a Climate Neutral Certified company. Join us as we bring healthy and sustainable living to millions of Americans in the years to come. THE ROLE Thrive Market's Data Engineering team is seeking a Senior Data Engineer! We are looking for a brilliant, dedicated, and hardworking engineer to help us build high-impact products alongside our Data Strategy Team. Thrive Market sees millions of unique visitors every month, and we are one of the fastest-growing e-commerce companies in the country. We are looking for a Senior Data Engineer with hands-on experience working on structured/semi-structured/Complex data processing and streaming frameworks. We need your amazing software engineering skills to help us execute our Data Engineering & Analytics initiatives and support our Finance and Accounting teams with revenue recognition, inventory management, etc. In this role, we are hoping to bring someone in who is equally excited about our mission, learning the tech behind the company, and can work cross-functionally with other engineering teams. RESPONSIBILITIES <ul><ul><li>Collaborate with Finance and Accounting teams to understand business requirements and translate them into technical specifications</li><li>Collaborate with technical teams to deliver data solutions that meet business and technical requirements</li><li>Lead the ongoing development of a specialized Operational Data Store (ODS) that integrates with NetSuite to create a SOX-compliant automated order-to-cash process</li><li>Be hands-on and take full ownership of the entire data services lifecycle, including requirements gathering, data profiling, data ingestion, ETL development, and validation of data products for reporting and analysis</li><li>Architect data modeling and ETL processes to ensure data is transformed accurately and promptly, with clear audit logs recorded</li><li>Develop a thorough knowledge and understanding of cross-system integration, interactions, and relationships to develop an enterprise view of Thrive Market's future data needs </li><li>Identify, troubleshoot, and resolve production data integrity and performance issues</li><li>Work across multiple projects and efforts to orchestrate and deliver cohesive data engineering solutions in partnership with various functional teams at Thrive Market</li><li>Recommend/Ensure technical functionality (e.g. scalability, security, performance, data recovery, reliability, audibility, etc.) for Data Engineering</li><li>Apply enterprise and solution architecture decisions to data architecture frameworks and data models</li></ul></ul> QUALIFICATIONS <ul><ul><li>8+ years of experience in Data Engineering or related roles within the retail industry</li><li>Strong understanding of retail operations, including inventory management, logistics, revenue recognition, and customer behavior, to ensure data solutions align with financial goals and business needs</li><li>Advanced understanding of SQL with experience in writing complex queries for data transformation and reporting</li><li>Experience in using DBT to transform and model data in various Cloud Data Warehouses</li><li>Solid programming skills in Python for data processing, automation, and integration tasks</li><li>Expertise in Snowflake data warehouse architecture, including performance tuning and optimization</li><li>In-depth knowledge and experience with data and information architecture patterns and implementation approaches for Operational Data Stores, Data Warehouses, Data Marts, and Data Lakes</li><li>Strong proficiency with integration tools and platforms such as Apache Airflow, Fivetran, and message queuing systems</li><li>Proficiency in logical/physical data architecture, design, and development </li><li>Strong ability to work independently (hands-on) while also being an effective team player</li><li>Excellent analytical and problem-solving skills, particularly when navigating loosely defined issues or conflicting information</li><li>Strong data sense with the ability to effectively identify and query errors in mission-critical data systems</li><li>Adept in the ability to elicit, gather, and manage requirements in an Agile delivery environment </li><li>Excellent communication and presentation skills (verbal, written, presentation) across all levels of the organization. Ability to translate ambiguous concepts into tangible ideas</li><li>Nice to have(s)</li><li>Strong understanding of public company financial reporting and accounting principles in the context of e-commerce and retail</li><li>Experience with financial reporting tools and delivering high-quality reports and dashboards</li><li>Experience with Development Tools for CI/CD, Unit and Integration testing, Automation, and Orchestration E.g. GitHub, Jenkins, Concourse, Airflow, Terraform</li><li>Experience in working with streaming and real-time data processing.</li></ul></ul> BELONG TO A BETTER COMPANY <ul><ul><li>Comprehensive health benefits (medical, dental, vision, life and disability)</li><li>Competitive salary (DOE) + equity</li><li>401k plan</li><li>9 Observed Holidays</li><li>Flexible Paid Time Off</li><li>Subsidized ClassPass Membership with access to fitness classes and wellness and beauty experiences</li><li>Ability to work in our beautiful co-working space at WeWork in Playa Vista and other locations</li><li>Free Thrive Market membership with exclusive employee discount</li><li>Coverage for Life Coaching & Therapy Sessions on our holistic mental health and well-being platform</li> We're a community of more than 1 Million + members who are united by a singular belief: It should be easy to find better products, support better brands, make better choices, and build a better world in the process. At Thrive Market, we believe in building a diverse, inclusive, and authentic culture. If you are excited about this role along with our mission and values, we encourage you to apply. Thrive Market is an EEO/Veterans/Disabled/LGBTQ employer At Thrive Market, our goal is to be a diverse and inclusive workplace that is representative, at all job levels, of the members we serve and the communities we operate in. We're proud to be an inclusive company and an Equal Opportunity Employer and we prohibit discrimination and harassment of any kind. We believe that diversity and inclusion among our teammates are critical to our success as a company, and we seek to recruit, develop, and retain the most talented people from a diverse candidate pool. If you're thinking about joining our team, we expect that you would agree! If you need assistance or accommodation due to a disability, please email us at eeo@thrivemarket.com and we'll be happy to assist you. Ensure your Thrive Market job offer is legitimate and don't fall victim to fraud. Thrive Market never seeks payment from job applicants. Thrive Market recruiters will only reach out to applicants from an @thrivemarket.com email address. For added security, where possible, apply through our company website at www.thrivemarket.com. © Thrive Market 2024 All rights reserved.</ul>></ul> JOB INFORMATION <ul><ul><li>Compensation Description - The base salary range for this position is $160,000 - $190,000/Per Year. </li><li>Compensation may vary outside of this range depending on several factors, including a candidate's qualifications, skills, competencies and experience, and geographic location. </li><li>Total Compensation includes Base Salary, Stock Options, Health & Wellness Benefits, Flexible PTO, and more! </li></ul></ul> #LI-DR1

Thrive Market Interview Questions

Thrive Market Interview Guides

Thrive Market Interview Questions

Thrive Market Salaries by Position

Thrive Market Opening Jobs