Prepare for and practice interview questions from Maven Clinic.

Maven Clinic Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

Maven Clinic Interview Guides

<p>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.</p>

<p>What factors could have biased this result, and what would you look into?</p>


<p>What could potentially bias the average boarding time in favor of an airline that only flies domestically?</p>

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?

<p>You are testing hundreds of hypotheses with many <em>t</em>-tests. What considerations should be made?</p>


<p>What is a key disadvantage of the F-test when compared to multiple t-tests?</p>

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?

<p>The schema below is for a retail online shopping company consisting of two tables, <code>attribution</code> and <code>user_sessions</code>.</p>

<ul>
<li><p>The attribution table logs a session visit for each row.</p></li>

<li><p>If <code>conversion</code> is <code>true</code>, then the user converted to buying on that session.</p></li>

<li><p>The <code>channel</code> column represents which advertising platform the user was attributed to for that specific session.</p></li>

<li><p>Lastly the <code>user_sessions</code> table maps many to one session visits back to one user.</p></li>
</ul>

<p>First touch attribution is defined as the channel with which the converted user was associated when they first discovered the website.</p>

<p>Calculate the first touch attribution for each <code>user_id</code> that converted. </p>

<p><strong>Example:</strong></p>

<p><strong>Input:</strong></p>

<p><code>attribution</code> table</p>

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

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

<tr>
<td><code>channel</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>conversion</code></td>
<td>BOOLEAN</td>
</tr>
</tbody>
</table>
<p><code>user_sessions</code> table</p>

<table>
<thead>
<tr>
<th>column</th>
<th>type</th>
</tr>
</thead>

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

<tr>
<td><code>created_at</code></td>
<td>DATETIME</td>
</tr>

<tr>
<td><code>user_id</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>
<p><strong>Example output:</strong></p>

<table>
<thead>
<tr>
<th><code>user_id</code></th>
<th><code>channel</code></th>
</tr>
</thead>

<tbody>
<tr>
<td>123</td>
<td>facebook</td>
</tr>

<tr>
<td>145</td>
<td>google</td>
</tr>

<tr>
<td>153</td>
<td>facebook</td>
</tr>

<tr>
<td>172</td>
<td>organic</td>
</tr>

<tr>
<td>173</td>
<td>email</td>
</tr>
</tbody>
</table>


First Touch Attribution

<h3>Job Description</h3><div>Job Description<div><div><p>Maven is the world's largest virtual clinic for women and families on a mission to make healthcare work for all of us. Maven's award-winning digital programs provide clinical, emotional, and financial support all in one platform, spanning fertility & family building, maternity & newborn care, parenting & pediatrics, and menopause & midlife. More than 2,000 employers and health plans trust Maven's end-to-end platform to improve clinical outcomes, reduce healthcare costs, and provide equity in benefits programs. Recognized for innovation and industry leadership, Maven has been named to the Time 100 Most Influential Companies, CNBC Disruptor 50, Fast Company Most Innovative Companies, and FORTUNE Best Places to Work. Founded in 2014 by CEO Kate Ryder, Maven has raised more than $425 million in funding from top healthcare and technology investors including General Catalyst, Sequoia, Dragoneer Investment Group, Oak HC/FT, StepStone Group, Icon Ventures, and Lux Capital. To learn more about Maven, visit us at mavenclinic.com. </p><p><strong>An award-winning culture working towards an important mission – Maven Clinic is a recipient of over 30 workplace and innovation awards, including: </strong></p><ul><li>Fortune Change the World (2024)</li><li>CNBC Disruptor 50 List (2022, 2023, 2024) </li><li>Fortune Best Workplaces for Millennials (2024)</li><li>Fortune Best Workplaces in Health Care (2024)</li><li>TIME 100 Most Influential Companies (2023)</li><li>Fast Company Most Innovative Companies (2020, 2023)</li><li>Built In Best Places to Work (2023)</li><li>Fortune Best Workplaces NY (2020, 2021, 2022, 2023, 2024)</li><li>Great Place to Work certified (2020, 2021, 2022, 2023, 2024)</li><li>Fast Company Best Workplaces for Innovators (2022)</li><li>Built In LGBTQIA+ Advocacy Award (2022)</li></ul></div><p><strong>About the Role</strong></p><p>As a staff level software engineer at Maven Clinic, you will be responsible for driving the technical vision and roadmap for our Platform and Product Teams. You will lead the design, development, and maintenance of highly scalable, performant, and reliable systems that support the growing opportunities in our product and platform systems. You will work closely with cross-functional teams to ensure the delivery of high-quality products and features that meet the needs of our customers and adhere to Maven's quality standards.</p><p><strong>As a Staff Software Engineer at Maven, you will:</strong></p><ul><li>Lead the design, development, and maintenance of highly scalable, performant, and reliable systems that support the growing needs of Maven's platform and backend teams.</li><li>Propose, design, develop and implement cloud-based solutions that ensure the agility, flexibility, and scalability of our systems.</li><li>Drive technical design discussions and provide guidance to team members on best practices, coding standards, and architecture principles.</li><li>Collaborate with and lead cross-functional teams to drive the development of new features and products, ensuring they meet the needs of our customers and adhere to Maven's quality standards.</li><li>Mentor and guide and mid-level engineers, helping to develop their technical skills and cultivate a culture of continuous learning and improvement.</li><li>Identify and evaluate emerging technologies, tools, and trends that can drive innovation and improve the efficiency and effectiveness of our engineering processes.</li></ul><p><strong>We're looking for you to bring:</strong></p><ul><li>Bachelor's or Master's degree in Computer Science or related field, or equivalent experience.</li><li>Minimum of 8 years of experience in backend development and platform architecture, with a proven track record of building highly scalable, performant, and reliable systems.</li><li>Experience designing and implementing complex distributed systems, including microservices architecture, containerization, and orchestration.</li><li>Strong expertise in developing cloud-based solutions, with hands-on experience in one or more cloud platforms (AWS, Google Cloud, Azure, etc.), including infrastructure as code and serverless architectures.</li><li>Proficiency in multiple programming languages (Java, Python, Go, etc.) </li><li>Experience building distributed systems with microservices and relational and nosql databases.</li><li>Experience leading technical design discussions and providing guidance on best practices, coding standards, and architecture principles.</li><li>Strong problem-solving and analytical skills, with a proven ability to deliver high-quality code in a fast-paced environment.</li><li>Excellent collaboration and communication skills, with a demonstrated ability to work effectively with cross-functional teams and mentor junior engineers.</li></ul><p>At Maven Clinic, we are committed to building a world-class digital healthcare platform that empowers women and families to live healthier and more fulfilling lives. If you are a seasoned engineer with a passion for building scalable, performant, and reliable systems, and want to make a real impact in the world of healthcare, we would love to hear from you.</p><p>The salary range for this role is $225,000 - $300,000 per year. You may also be entitled to receive a bonus, stock options, and benefits. Individual pay decisions are based on a number of factors, including qualifications for the role, experience level, and skillset.</p><p>Maven embraces a flexible hybrid work model. Our teams primarily operate from the New York Metropolitan area, NY, and remotely via San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C. For those in our New York City office, we encourage in-person collaboration by requiring team members to work onsite three days a week (Tuesday, Wednesday, Thursday). For those based in San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C., we encourage in-person collaboration by requiring team members to attend quarterly Work Together Days within these cities. This policy aims to balance remote work flexibility with the benefits of face-to-face interaction.</p><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><div><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><p><strong>Benefits That Work For You</strong></p><p>Our benefits are designed to support your health, well-being and career development, helping you thrive both personally and professionally. We remain focused on providing a competitive benefits package for our employees. On top of standards such as employer-covered health, dental, and insurance plan options, we offer an inclusive approach to benefits:</p><ul><li>Maven for Mavens: access to the full platform and specialists, including care for mental health, reproductive health, family planning and pediatrics.</li><li>Whole-self care through wellness partnerships</li><li>Hybrid work, in office meals, and work together days </li><li>16 weeks 100% paid parental leave and new parent stipend (for Mavens who've been with us for 1 year+)</li><li>Annual professional development stipend and access to a personal career coach through Maven for Mavens</li><li>401K matching for US-based employees, with immediate vesting</li></ul><p><strong>These benefits are applicable to Maven Clinic Co., US-based, full-time employees only. 1099/Contract Providers are ineligible for these benefits. </strong></p><p>Maven is an affirmative action and equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, gender identity, national origin, veteran status, or genetic information. Maven is committed to providing access, equal opportunity and reasonable accommodation for individuals with disabilities in employment, its services, programs, and activities. Maven Clinic interview requests and job offers only originate from an @mavenclinic.com email address (e.g <span class="long-word">jsmith@mavenclinic.com).</span> Maven Clinic will never ask for sensitive information to be delivered over email or phone. If you receive a scam issue or a security issue involving Maven Clinic please notify us at: <span class="long-word">security@mavenclinic.com.</span> For general and additional inquiries, please contact us at <span class="long-word">careers@mavenclinic.com.</span></p></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div><p>Maven is the world's largest virtual clinic for women and families on a mission to make healthcare work for all of us. Maven's award-winning digital programs provide clinical, emotional, and financial support all in one platform, spanning fertility & family building, maternity & newborn care, parenting & pediatrics, and menopause & midlife. More than 2,000 employers and health plans trust Maven's end-to-end platform to improve clinical outcomes, reduce healthcare costs, and provide equity in benefits programs. Recognized for innovation and industry leadership, Maven has been named to the Time 100 Most Influential Companies, CNBC Disruptor 50, Fast Company Most Innovative Companies, and FORTUNE Best Places to Work. Founded in 2014 by CEO Kate Ryder, Maven has raised more than $425 million in funding from top healthcare and technology investors including General Catalyst, Sequoia, Dragoneer Investment Group, Oak HC/FT, StepStone Group, Icon Ventures, and Lux Capital. To learn more about Maven, visit us at mavenclinic.com. </p><p><strong>An award-winning culture working towards an important mission – Maven Clinic is a recipient of over 30 workplace and innovation awards, including: </strong></p><ul><li>Fortune Change the World (2024)</li><li>CNBC Disruptor 50 List (2022, 2023, 2024) </li><li>Fortune Best Workplaces for Millennials (2024)</li><li>Fortune Best Workplaces in Health Care (2024)</li><li>TIME 100 Most Influential Companies (2023)</li><li>Fast Company Most Innovative Companies (2020, 2023)</li><li>Built In Best Places to Work (2023)</li><li>Fortune Best Workplaces NY (2020, 2021, 2022, 2023, 2024)</li><li>Great Place to Work certified (2020, 2021, 2022, 2023, 2024)</li><li>Fast Company Best Workplaces for Innovators (2022)</li><li>Built In LGBTQIA+ Advocacy Award (2022)</li></ul></div><p><strong>As a Staff ML/AI Engineer at Maven, you will:</strong></p><ul><li>Design, build, and deploy end-to-end AI-powered solutions using AI models (e.g., OpenAI, Gemini) and modern orchestration techniques such as RAG, multi-call prompting, and agent frameworks to power intelligent product experiences.</li><li>Work with product, data, and engineering teams to turn rich healthcare data into actionable insights and intelligent workflows that improve the care journey for both members and providers.</li><li>Develop robust ML pipelines and platform components that enable model experimentation, fine-tuning, training from scratch when needed, and deployment in production environments — with a strong focus on scalability, safety, and performance.</li><li>Collaborate cross-functionally to prototype and productionize AI-driven features such as personalization, care routing, decision support, and summarization.</li><li>Drive architecture discussions and technical decision-making across AI/ML systems, promoting best practices in coding, design, and evaluation of AI models.</li><li>Mentor engineers and data scientists across the organization, fostering a strong culture of curiosity, experimentation, and AI fluency.</li><li>Stay on the pulse of the evolving LLM and applied AI landscape, continuously exploring how to bring cutting-edge advancements into Maven's platform.</li></ul><p><strong>We're looking for you to bring:</strong></p><ul><li>A strong track record in either:</li><ul><li>Building AI-powered applications using foundation models and orchestration techniques (e.g., RAG, agents, LangChain, vector search), or</li><li>Deep experience as a data scientist working across the data science lifecycle — from understanding messy, complex datasets to training or fine-tuning models that deliver measurable business impact.</li></ul><li>Experience integrating and deploying foundation models via platforms like OpenAI, Google Vertex AI, or similar.</li><li>A clear understanding of how to work with health-related datasets, including user behavior, care journeys, health profiles, and provider interactions.</li><li>Fluency in Python and experience with backend or platform engineering in one or more additional languages (Go, Java, etc.).</li><li>Familiarity with cloud-native systems (e.g., containerization, orchestration, distributed systems) and how to operationalize AI solutions within them.</li><li>Experience with data preprocessing, feature engineering, model evaluation, and end-to-end ML deployment workflows.</li><li>A collaborative mindset, strong communication skills, and a passion for using AI to improve healthcare outcomes.</li><li>Bachelor's or Master's degree in Computer Science or related field, or equivalent experience.</li><li>Minimum of 8 years of experience in backend development, platform architecture and ML/AI platform or products, with a proven track record of building highly scalable, performant, and reliable systems with modem technologies.</li></ul><p>The base salary range for this role is $220,000 - $300,000 per year. You will also be entitled to receive stock options and benefits. Individual pay decisions are based on a number of factors, including qualifications for the role, experience level, and skillset.</p><p>Maven embraces a flexible hybrid work model. Our teams primarily operate from the New York Metropolitan area, NY, San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C. For those in our New York City office, we encourage in-person collaboration by requiring team members to work onsite three days a week (Tuesday, Wednesday, Thursday). For those based in San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C., we encourage in-person collaboration by requiring team members to attend quarterly Work Together Days within these cities. This policy aims to balance remote work flexibility with the benefits of face-to-face interaction.</p><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.<br><br></p><div><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><p><strong>Benefits That Work For You</strong></p><p>Our benefits are designed to support your health, well-being and career development, helping you thrive both personally and professionally. We remain focused on providing a competitive benefits package for our employees. On top of standards such as employer-covered health, dental, and insurance plan options, we offer an inclusive approach to benefits:</p><ul><li>Maven for Mavens: access to the full platform and specialists, including care for mental health, reproductive health, family planning and pediatrics.</li><li>Whole-self care through wellness partnerships</li><li>Hybrid work, in office meals, and work together days </li><li>16 weeks 100% paid parental leave and new parent stipend (for Mavens who've been with us for 1 year+)</li><li>Annual professional development stipend and access to a personal career coach through Maven for Mavens</li><li>401K matching for US-based employees, with immediate vesting</li></ul><p><strong>These benefits are applicable to Maven Clinic Co., US-based, full-time employees only. 1099/Contract Providers are ineligible for these benefits. </strong></p><p>Maven is an affirmative action and equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, gender identity, national origin, veteran status, or genetic information. Maven is committed to providing access, equal opportunity and reasonable accommodation for individuals with disabilities in employment, its services, programs, and activities. Maven Clinic interview requests and job offers only originate from an @mavenclinic.com email address (e.g <span class="long-word">jsmith@mavenclinic.com).</span> Maven Clinic will never ask for sensitive information to be delivered over email or phone. If you receive a scam issue or a security issue involving Maven Clinic please notify us at: <span class="long-word">security@mavenclinic.com.</span> For general and additional inquiries, please contact us at <span class="long-word">careers@mavenclinic.com.</span></p></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div><p>Maven is the world's largest virtual clinic for women and families on a mission to make healthcare work for all of us. Maven's award-winning digital programs provide clinical, emotional, and financial support all in one platform, spanning fertility & family building, maternity & newborn care, parenting & pediatrics, and menopause & midlife. More than 2,000 employers and health plans trust Maven's end-to-end platform to improve clinical outcomes, reduce healthcare costs, and provide equity in benefits programs. Recognized for innovation and industry leadership, Maven has been named to the Time 100 Most Influential Companies, CNBC Disruptor 50, Fast Company Most Innovative Companies, and FORTUNE Best Places to Work. Founded in 2014 by CEO Kate Ryder, Maven has raised more than $425 million in funding from top healthcare and technology investors including General Catalyst, Sequoia, Dragoneer Investment Group, Oak HC/FT, StepStone Group, Icon Ventures, and Lux Capital. To learn more about Maven, visit us at mavenclinic.com. </p><p><strong>An award-winning culture working towards an important mission – Maven Clinic is a recipient of over 30 workplace and innovation awards, including: </strong></p><ul><li>Fortune Change the World (2024)</li><li>CNBC Disruptor 50 List (2022, 2023, 2024) </li><li>Fortune Best Workplaces for Millennials (2024)</li><li>Fortune Best Workplaces in Health Care (2024)</li><li>TIME 100 Most Influential Companies (2023)</li><li>Fast Company Most Innovative Companies (2020, 2023)</li><li>Built In Best Places to Work (2023)</li><li>Fortune Best Workplaces NY (2020, 2021, 2022, 2023, 2024)</li><li>Great Place to Work certified (2020, 2021, 2022, 2023, 2024)</li><li>Fast Company Best Workplaces for Innovators (2022)</li><li>Built In LGBTQIA+ Advocacy Award (2022)</li></ul></div><p>Maven's product team is growing quickly to accelerate our mission of driving better health outcomes for our members through human-centered product experiences. As an Associate Product Manager for Fertility Member Experience, you will deeply understand member needs and design innovative solutions that create ongoing value and drive meaningful repeat engagement.</p><p>You will lead the definition, design and implementation of key new features - focused on helping members improve their fertility through improved knowledge, diagnostics, and direct care. You'll drive experimentation, discovery and implementation of these features. Some of your core areas of focus will be: community features, like forums and support groups, homepage, and content discovery and interaction. </p><p><strong>As an Associate Product Manager at Maven, you will: </strong></p><ul><li>Own product delivery projects end-to-end, responsible for on time and successful execution</li><li>Work with an engineering pod and cross-functional partners to build a best-in-class experience for Maven members</li><li>Define, track, and deliver on core product success measures, pod KPIs, and hypotheses to support company OKRs</li><li>Use data and insights, including product analytics, market research, user research, and business needs, to inform product work and prioritization </li><li>Drive experimentation plans for A/B tests so you can measure impact with confidence</li><li>Become an expert in the members' experiences, becoming a champion of their needs and journey within the experience, driving member engagement and qualitative outcomes throughout a member's journey</li></ul><p><strong>We're looking for you to bring:</strong></p><ul><li>1-3 years of Product Management or equivalent experience - experience working on consumer or health-tech experiences a plus </li><li>Understanding of what makes experiences great - having strong, product intuition and an experimentation mindset </li><li>Track record of shipping, testing & iterating on features - working across the entire product lifecycle from discovery to launch to analysis </li><li>Product sense and business judgment, grounding all product decisions in data, user feedback, and measurable impact</li><li>Ability to work with cross-functional teams in a highly collaborative environment </li><li>Experience writing user stories and product requirements, working with designers and engineers to execute </li></ul><p>The base salary range for this role is $130,000 - $145,000 per year. You will also be entitled to receive stock options and benefits. Individual pay decisions are based on a number of factors, including qualifications for the role, experience level, and skillset.</p><p><strong>[New York, NY; Remote, US (Hub cities)]</strong> Maven embraces a flexible hybrid work model. Our teams primarily operate from the New York Metropolitan area, NY, San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C. <strong>This role is exclusively open to candidates in these locations.</strong> For those in our New York City office, we encourage in-person collaboration by requiring team members to work onsite three days a week (Tuesday, Wednesday, Thursday). For those based in San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C., we encourage in-person collaboration by requiring team members to attend quarterly Work Together Days within these cities. This policy aims to balance remote work flexibility with the benefits of face-to-face interaction.</p><div><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><p><strong>Benefits That Work For You</strong></p><p>Our benefits are designed to support your health, well-being and career development, helping you thrive both personally and professionally. We remain focused on providing a competitive benefits package for our employees. On top of standards such as employer-covered health, dental, and insurance plan options, we offer an inclusive approach to benefits:</p><ul><li>Maven for Mavens: access to the full platform and specialists, including care for mental health, reproductive health, family planning and pediatrics.</li><li>Whole-self care through wellness partnerships</li><li>Hybrid work, in office meals, and work together days </li><li>16 weeks 100% paid parental leave and new parent stipend (for Mavens who've been with us for 1 year+)</li><li>Annual professional development stipend and access to a personal career coach through Maven for Mavens</li><li>401K matching for US-based employees, with immediate vesting</li></ul><p><strong>These benefits are applicable to Maven Clinic Co., US-based, full-time employees only. 1099/Contract Providers are ineligible for these benefits. </strong></p><p>Maven is an affirmative action and equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, gender identity, national origin, veteran status, or genetic information. Maven is committed to providing access, equal opportunity and reasonable accommodation for individuals with disabilities in employment, its services, programs, and activities. Maven Clinic interview requests and job offers only originate from an @mavenclinic.com email address (e.g <span class="long-word">jsmith@mavenclinic.com).</span> Maven Clinic will never ask for sensitive information to be delivered over email or phone. If you receive a scam issue or a security issue involving Maven Clinic please notify us at: <span class="long-word">security@mavenclinic.com.</span> For general and additional inquiries, please contact us at <span class="long-word">careers@mavenclinic.com.</span></p></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div><p>Maven is the world's largest virtual clinic for women and families on a mission to make healthcare work for all of us. Maven's award-winning digital programs provide clinical, emotional, and financial support all in one platform, spanning fertility & family building, maternity & newborn care, parenting & pediatrics, and menopause & midlife. More than 2,000 employers and health plans trust Maven's end-to-end platform to improve clinical outcomes, reduce healthcare costs, and provide equity in benefits programs. Recognized for innovation and industry leadership, Maven has been named to the Time 100 Most Influential Companies, CNBC Disruptor 50, Fast Company Most Innovative Companies, and FORTUNE Best Places to Work. Founded in 2014 by CEO Kate Ryder, Maven has raised more than $425 million in funding from top healthcare and technology investors including General Catalyst, Sequoia, Dragoneer Investment Group, Oak HC/FT, StepStone Group, Icon Ventures, and Lux Capital. To learn more about Maven, visit us at mavenclinic.com. </p><p><strong>An award-winning culture working towards an important mission – Maven Clinic is a recipient of over 30 workplace and innovation awards, including: </strong></p><ul><li>Fortune Change the World (2024)</li><li>CNBC Disruptor 50 List (2022, 2023, 2024) </li><li>Fortune Best Workplaces for Millennials (2024)</li><li>Fortune Best Workplaces in Health Care (2024)</li><li>TIME 100 Most Influential Companies (2023)</li><li>Fast Company Most Innovative Companies (2020, 2023)</li><li>Built In Best Places to Work (2023)</li><li>Fortune Best Workplaces NY (2020, 2021, 2022, 2023, 2024)</li><li>Great Place to Work certified (2020, 2021, 2022, 2023, 2024)</li><li>Fast Company Best Workplaces for Innovators (2022)</li><li>Built In LGBTQIA+ Advocacy Award (2022)</li></ul></div><p><strong>About the Role</strong></p><p>As a senior level software engineer at Maven Clinic, you will lead the design, development, and maintenance of highly scalable, performant, and reliable systems that support the growing opportunities in our product and platform systems. You will work closely with cross-functional teams to ensure the delivery of high-quality products and features that meet the needs of our customers and adhere to Maven's quality standards.</p><p><strong>As a Senior Software Engineer at Maven, you will:</strong></p><ul><li>Lead the design, development, and maintenance of highly scalable, performant, and reliable systems that support the growing needs of Maven's platform and backend teams.</li><li>Propose, design, develop and implement cloud-based solutions that ensure the agility, flexibility, and scalability of our systems.</li><li>Drive technical design discussions and provide guidance to team members on best practices, coding standards, and architecture principles.</li><li>Collaborate with and lead cross-functional teams to drive the development of new features and products, ensuring they meet the needs of our customers and adhere to Maven's quality standards.</li><li>Mentor and guide and mid-level engineers, helping to develop their technical skills and cultivate a culture of continuous learning and improvement.</li><li>Identify and evaluate emerging technologies, tools, and trends that can drive innovation and improve the efficiency and effectiveness of our engineering processes.</li></ul><p><strong>We're looking for you to bring:</strong></p><ul><li>Bachelor's or Master's degree in Computer Science or related field, or equivalent experience.</li><li>Minimum of 5 years of experience in backend development and platform architecture, with a proven track record of building highly scalable, performant, and reliable systems.</li><li>Experience designing and implementing complex distributed systems, including microservices architecture, containerization, and orchestration.</li><li>Strong expertise in developing cloud-based solutions, with hands-on experience in one or more cloud platforms (AWS, Google Cloud, Azure, etc.), including infrastructure as code and serverless architectures.</li><li>Proficiency in multiple programming languages (Java, Python, Go, etc.) </li><li>Experience building distributed systems with microservices and relational and nosql databases.</li><li>Experience leading technical design discussions and providing guidance on best practices, coding standards, and architecture principles.</li><li>Strong problem-solving and analytical skills, with a proven ability to deliver high-quality code in a fast-paced environment.</li><li>Excellent collaboration and communication skills, with a demonstrated ability to work effectively with cross-functional teams and mentor junior engineers.</li></ul><p>At Maven Clinic, we are committed to building a world-class digital healthcare platform that empowers women and families to live healthier and more fulfilling lives. If you are a seasoned engineer with a passion for building scalable, performant, and reliable systems, and want to make a real impact in the world of healthcare, we would love to hear from you.</p><p>The salary range for this role is $195,000 - $300,000 per year. You may also be entitled to receive a bonus, stock options, and benefits. Individual pay decisions are based on a number of factors, including qualifications for the role, experience level, and skillset.</p><p>Maven embraces a flexible hybrid work model. Our teams primarily operate from the New York Metropolitan area, NY, and remotely via San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C. For those in our New York City office, we encourage in-person collaboration by requiring team members to work onsite three days a week (Tuesday, Wednesday, Thursday). For those based in San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C., we encourage in-person collaboration by requiring team members to attend quarterly Work Together Days within these cities. This policy aims to balance remote work flexibility with the benefits of face-to-face interaction.</p><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><div><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><p><strong>Benefits That Work For You</strong></p><p>Our benefits are designed to support your health, well-being and career development, helping you thrive both personally and professionally. We remain focused on providing a competitive benefits package for our employees. On top of standards such as employer-covered health, dental, and insurance plan options, we offer an inclusive approach to benefits:</p><ul><li>Maven for Mavens: access to the full platform and specialists, including care for mental health, reproductive health, family planning and pediatrics.</li><li>Whole-self care through wellness partnerships</li><li>Hybrid work, in office meals, and work together days </li><li>16 weeks 100% paid parental leave and new parent stipend (for Mavens who've been with us for 1 year+)</li><li>Annual professional development stipend and access to a personal career coach through Maven for Mavens</li><li>401K matching for US-based employees, with immediate vesting</li></ul><p><strong>These benefits are applicable to Maven Clinic Co., US-based, full-time employees only. 1099/Contract Providers are ineligible for these benefits. </strong></p><p>Maven is an affirmative action and equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, gender identity, national origin, veteran status, or genetic information. Maven is committed to providing access, equal opportunity and reasonable accommodation for individuals with disabilities in employment, its services, programs, and activities. Maven Clinic interview requests and job offers only originate from an @mavenclinic.com email address (e.g <span class="long-word">jsmith@mavenclinic.com).</span> Maven Clinic will never ask for sensitive information to be delivered over email or phone. If you receive a scam issue or a security issue involving Maven Clinic please notify us at: <span class="long-word">security@mavenclinic.com.</span> For general and additional inquiries, please contact us at <span class="long-word">careers@mavenclinic.com.</span></p></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div><p>Maven is the world's largest virtual clinic for women and families on a mission to make healthcare work for all of us. Maven's award-winning digital programs provide clinical, emotional, and financial support all in one platform, spanning fertility & family building, maternity & newborn care, parenting & pediatrics, and menopause & midlife. More than 2,000 employers and health plans trust Maven's end-to-end platform to improve clinical outcomes, reduce healthcare costs, and provide equity in benefits programs. Recognized for innovation and industry leadership, Maven has been named to the Time 100 Most Influential Companies, CNBC Disruptor 50, Fast Company Most Innovative Companies, and FORTUNE Best Places to Work. Founded in 2014 by CEO Kate Ryder, Maven has raised more than $425 million in funding from top healthcare and technology investors including General Catalyst, Sequoia, Dragoneer Investment Group, Oak HC/FT, StepStone Group, Icon Ventures, and Lux Capital. To learn more about Maven, visit us at mavenclinic.com. </p><p><strong>An award-winning culture working towards an important mission – Maven Clinic is a recipient of over 30 workplace and innovation awards, including: </strong></p><ul><li>Fortune Change the World (2024)</li><li>CNBC Disruptor 50 List (2022, 2023, 2024) </li><li>Fortune Best Workplaces for Millennials (2024)</li><li>Fortune Best Workplaces in Health Care (2024)</li><li>TIME 100 Most Influential Companies (2023)</li><li>Fast Company Most Innovative Companies (2020, 2023)</li><li>Built In Best Places to Work (2023)</li><li>Fortune Best Workplaces NY (2020, 2021, 2022, 2023, 2024)</li><li>Great Place to Work certified (2020, 2021, 2022, 2023, 2024)</li><li>Fast Company Best Workplaces for Innovators (2022)</li><li>Built In LGBTQIA+ Advocacy Award (2022)</li></ul></div><p>Maven Clinic is looking for a Strategic and customer-focused Senior Data Analyst specializing in Customer Analytics. Dedicated to helping Maven Clinic's customers understand, measure, and amplify clinical and business value through data. Experienced in developing scalable analytics solutions, aligning cross-functional stakeholders, and turning data into actionable insights that drive client outcomes and strengthen long-term partnerships. Adept at combining analytical rigor with business storytelling to highlight Maven's impact across cost savings, member engagement, and clinical effectiveness.</p><strong>Key Responsibilities & Achievements</strong><ul><li><strong>Customer-Facing Analytics & Value Demonstration:</strong><strong><br /></strong>Partner with Client Success and Commercial teams to build and deliver data-driven narratives that highlight Maven's measurable impact on clinical outcomes, cost reduction, and employee well-being for enterprise clients.</li><li><strong>Actionable Insights for Stakeholders:</strong><strong><br /></strong>Design interactive dashboards and scalable reporting frameworks (SQL, Tableau, Looker, DBT) that empower customer facing teams to independently track utilization, engagement, and ROI metrics aligned with their organizational goals.</li><li><strong>Scalable Solutions & Automation:</strong><strong><br /></strong>Architect data sources and reusable reporting models that enable efficient delivery of analytics at scale across dozens of enterprise customers, improving turnaround time and consistency of insights.</li><li><strong>Cross-Functional Alignment & Project Leadership:</strong><strong><br /></strong>Lead analytics initiatives that require collaboration across Client Success, Finance, Sales, and Engineering, ensuring alignment on business objectives, project milestones, and data definitions. Overall ownership of deliverables. </li><li><strong>Process Improvement & Efficiency:</strong><strong><br /></strong>Identify opportunities to streamline data workflows and reporting processes, implementing scalable automation and documentation practices to increase reliability and transparency for customer deliverables.</li><li><strong>Storytelling & Communication:</strong><strong><br /></strong>Translate complex data into clear, outcome-oriented insights that resonate with customer executives and HR/benefits leaders, reinforcing Maven's role as a strategic partner.</li><li><strong>Innovation & Emerging Tools:</strong><strong><br /></strong>Support adoption automation tools (such as Matik) to scale client reporting and standardize storytelling of clinical and business outcomes across customer portfolios.<br><br></li></ul><strong>Minimum Qualifications</strong><ul><li>5-7 years of relevant analytics or data science experience</li><li>Fluency in SQL and a strong background in data visualization</li><li>An ability to juggle both long-term, strategic projects and ad hoc, urgent requests as needed</li><li>Excellent collaboration and communication skills, with a demonstrated ability to work effectively with cross-functional teams and mentor junior analysts</li></ul><p></p><strong>Preferred Qualifications</strong><ul><li>Experience with value/ROI/clinical outcomes storytelling <strong>(strong preference)</strong></li><li>Experience with Matik or similar dynamic content creation systems</li><li>Experience with at least one primary visualization tool (Looker, Tableau), and/or DBT</li></ul><p>The base salary range for this role is $166,000 - $195,000 per year. You will also be entitled to receive stock options and benefits. Individual pay decisions are based on a number of factors, including qualifications for the role, experience level, and skillset.</p><p>Maven embraces a flexible hybrid work model. Our teams primarily operate from the New York Metropolitan area, NY, San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C. For those in our New York City office, we encourage in-person collaboration by requiring team members to work onsite three days a week (Tuesday, Wednesday, Thursday). For those based in San Francisco/Bay Area, CA, Seattle, WA, Boston, MA, Chicago, IL, and Washington, D.C., we encourage in-person collaboration by requiring team members to attend quarterly Work Together Days within these cities. This policy aims to balance remote work flexibility with the benefits of face-to-face interaction.</p><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><div><p>At Maven we believe that a diverse set of backgrounds and experiences enrich our teams and allow us to achieve above and beyond our goals. If you do not have experience in all of the areas detailed above, we hope that you will share your unique background with us in your application and how it can be additive to our teams.</p><p><strong>Benefits That Work For You</strong></p><p>Our benefits are designed to support your health, well-being and career development, helping you thrive both personally and professionally. We remain focused on providing a competitive benefits package for our employees. On top of standards such as employer-covered health, dental, and insurance plan options, we offer an inclusive approach to benefits:</p><ul><li>Maven for Mavens: access to the full platform and specialists, including care for mental health, reproductive health, family planning and pediatrics.</li><li>Whole-self care through wellness partnerships</li><li>Hybrid work, in office meals, and work together days </li><li>16 weeks 100% paid parental leave and new parent stipend (for Mavens who've been with us for 1 year+)</li><li>Annual professional development stipend and access to a personal career coach through Maven for Mavens</li><li>401K matching for US-based employees, with immediate vesting</li></ul><p><strong>These benefits are applicable to Maven Clinic Co., US-based, full-time employees only. 1099/Contract Providers are ineligible for these benefits. </strong></p><p>Maven is an affirmative action and equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, gender identity, national origin, veteran status, or genetic information. Maven is committed to providing access, equal opportunity and reasonable accommodation for individuals with disabilities in employment, its services, programs, and activities. Maven Clinic interview requests and job offers only originate from an @mavenclinic.com email address (e.g <span class="long-word">jsmith@mavenclinic.com).</span> Maven Clinic will never ask for sensitive information to be delivered over email or phone. If you receive a scam issue or a security issue involving Maven Clinic please notify us at: <span class="long-word">security@mavenclinic.com.</span> For general and additional inquiries, please contact us at <span class="long-word">careers@mavenclinic.com.</span></p></div></div></div>

Question	Topic	Difficulty	Ask Chance
Boarding Times Bias	Statistics	Medium	Very High
Hundreds of Hypotheses	Statistics	Medium	Very High
First Touch Attribution	SQL	Hard	Very High

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