The Dropbox Business Intelligence interview guide, interview questions, salary data, and interview experiences.

Dropbox Business Intelligence Interview Guide

<p>Getting ready for an Business Intelligence interview at Dropbox? The Dropbox Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:</p>
<ul>
<li>Know what skills are necessary for Dropbox Business Intelligence roles.</li>
<li>Gain insights into the Business Intelligence interview process at Dropbox.</li>
<li>Practice real Dropbox Business Intelligence interview questions.</li>
</ul>
<p>Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Dropbox Business Intelligence interview.</p>


Getting ready for an Business Intelligence interview at Dropbox? The Dropbox Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:

- Know what skills are necessary for Dropbox Business Intelligence roles.
- Gain insights into the Business Intelligence interview process at Dropbox.
- Practice real Dropbox Business Intelligence interview questions.

Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Dropbox Business Intelligence interview.
        

Overview

Dropbox Business Intelligence Salary

<p>We've gathered this data from parsing thousands of interview experiences sourced from members.</p>

We've gathered this data from parsing thousands of interview experiences sourced from members.

Dropbox Business Intelligence Interview Process

<p>In a user-tied test, two randomized groups of users are created. In a user-untied test, instances are randomized into two groups.</p>

<p>What are the pros and cons of user-tied test vs. user-untied test?</p>


AB Test Ties

<p>We’re given a table of bank transactions with three columns, <code>user_id</code>, a deposit or withdrawal value (determined if the value is positive or negative), and <code>created_at</code> time for each transaction.</p>

<p>Write a query to get the total three-day rolling average for deposits by day.</p>

<p><em>Note: Please use the format <code>&#39;%Y-%m-%d&#39;</code> for the date in the outout</em></p>

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

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

<p><code>bank_transactions</code> table</p>

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

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

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

<tr>
<td><code>transaction_value</code></td>
<td>FLOAT</td>
</tr>
</tbody>
</table>
<p><strong>Output:</strong></p>

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

<tbody>
<tr>
<td><code>dt</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>rolling_three_day</code></td>
<td>FLOAT</td>
</tr>
</tbody>
</table>


Rolling Bank Transactions

<p>Let’s say you work for an airline. The <code>flights</code> table contains information about all flights your airline has booked.</p>

<p>Select all entries from the <code>flights</code> table</p>

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

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

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

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

<tr>
<td><code>source_location</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>destination_location</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>plane_id</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>
<p><strong>Output:</strong></p>

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

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

<tr>
<td><code>source_location</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>destination_location</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>plane_id</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>


Select All Flights

Dropbox Business Intelligence Interview Questions

<p>Role Description
We're looking for a Staff Data Scientist to partner with revenue, marketing, and product teams to answer key questions about how to grow revenue, optimize product, scale and monetize the business, and launch high-impact initiatives. We solve challenging problems and boost business growth through a deep understanding of user behaviors with applied analytics techniques and business insights. An ideal candidate should have robust knowledge of consumer lifecycle and behavior analysis, customer segmentation, digital campaigns, monetization analytics and business operations for a SaaS company.
Responsibilities
Evaluate and improve our marketing measurement leveraging techniques such as MMM (Marketing Mix Modeling), MTA (Multi-touch Attribution), and incrementality testing
Develop descriptive and predictive quantitative models to support optimization of our marketing campaigns
Leverage internal and third-party tools to gain the data needed for marketing insights
Develop a deep understanding of customer journey phases and key business metrics
Perform analytical deep-dives to analyze problems and opportunities, identify the hypothesis and design & execute experiments
Inform future experimentation design and roadmaps by performing exploratory analysis to understand user engagement behavior and derive insights
Identify key trends and build automated reporting & executive-facing dashboards to track the progress of marketing-driven acquisition, monetization, and engagement trends.
Extract actionable insights through analyzing large, complex, multi-dimensional customer behavior data sets
Monitor and analyze a high volume of experiments designed to optimize our marketing campaigns for revenue & promote best practices for multivariate experiments
Translate complex concepts into implications for the business via excellent communication skills, both verbal and written
Understand what matters most and prioritize ruthlessly
Work with cross-functional teams (including Marketing, Product, Engineering, Design, User Research, and senior executives) to rapidly execute and iterate
Requirements
Bachelors’ or above in quantitative discipline: Statistics, Applied Mathematics, Economics, Computer Science, Engineering, or related field
10+ years experience using analytics to drive key business decisions; examples include business/product/marketing analytics, business intelligence, strategy consulting
Past experience working with marketing analytics and utilizing causal inference for marketing measurement
Proven track record of being able to work independently and proactively engage with business stakeholders with minimal direction
Significant experience with SQL and large unstructured datasets such as Hadoop
Deep understanding of statistical analysis, experimentation design, and common analytical techniques like regression, decision trees
Solid background in running multivariate experiments to optimize a product or revenue flow
Strong verbal and written communication skills
Proficiency in programming/scripting and knowledge of statistical packages like R or Python is a plus
Preferred Qualifications
Familiarity with Marketing Mix Models and Marketing campaign attribution
Experience conducting exploratory analyses on large datasets and summarizing complex information in an easy to understand way

#J-18808-Ljbffr</p>

<p>Company Description
, Dropbox is a special place where we are all seeking to fulfill our mission to design a more enlightened way of working. We’re looking for innovative talent to join us on our journey. The words shared by our founders at the start of Dropbox still ring true today.

Wouldn’t it be great if our working environment—and the tools we use—were designed with people’s actual needs in mind? Imagine if every minute at work were well spent—if we could focus and spend our time on the things that matter. This is possible, and Dropbox is connecting the dots.

The nearly 3,000 Dropboxers around the world have helped make Dropbox a living workspace - the place where people come together and their ideas come to life. Our 700+ million global users have been some of our best salespeople, and they have helped us acquire customers with incredible efficiency. As a result, we reached a billion dollar revenue run rate faster than any software-as-a-service company in history.

Dropbox is making the dream of a fulfilling and seamless work life a reality. We hope you’ll join us on the journey.,

Team Description
, Our Product team advocates for our users and our business, setting the vision for our growing family of products. We use data, research, strategy, and empathy to guide multidisciplinary teams toward a common goal, balancing diverse perspectives and empowering our teams to do great work. As we scale globally, there’s plenty of space for you to grow alongside us and simplify life for millions of people around the world in team that always focuses on we, not I, and creates delightful products that are worthy of trust.,
, Role Description
Dropbox simplifies the way people work together. Hundreds of millions of people around the world use Dropbox to work the way they want, on any device, wherever they go. As we scale our global brand, you have the opportunity to simplify life for millions of people globally in a team that creates delightful products that are worthy of trust.

Product managers set the vision for our growing family of products. We’re responsible for guiding multidisciplinary teams toward a common goal: shipping high quality products and features on time at known quality. As advocates for both our users and our business, the best product managers balance diverse perspectives and empower teams to do great work.

As a Product Manager working on our core experience across web and mobile web, you’ll be focused on the end-to-end customer journey that enable users to get the most out off their content. You will play a critical role in improving how our users browse, navigate, share and receive content every day. This team serves hundreds of millions of users and is focused on enabling collaboration across individuals and teams.
Responsibilities
Own features and experiments end-to-end. We follow a hypothesis-driven development approach where you’ll write product specs, drive cross-functional execution and work with Engineering, Design and Analytics to balance tradeoffs, driving to outcomes.
Be an expert at prioritization. Balance your roadmap with tech foundational efforts and bugs to ensure that the highest value is delivered to users.
Drive to results. Your expertise in navigating challenges that arise during execution will be important as you deliver on your roadmap: making trade-offs, anticipating staffing needs, risks, and ensuring frequent and clear communication to all of your internal stakeholders.
Know your customer. You’ll work with a tight-knit team of data science, research, design and customer experience to ensure that you know the ins and outs of our users and are consistently delivering value for them.
Building out what the future of the web experience could be and how it intersects with the desktop and mobile app.

Requirements
8+ years of product management experience, ideally ownership of core surface or user experience.
Impact driven and a consistent history of delivering measurable results for both users and the business.
Deep understanding and empathy for end-users, and a track record of building products that make customers feel joy, delight and trust.
Build alignment and listen well, but can also drive hard decisions, framing the different options and tradeoffs.
Proven ability to work cross-functionally in a highly collaborative environment.
Ability to analyze and use quantitative and qualitative data to inform decisions.
Strong communicator (written and verbal), with an ability to influence with cross-functional collaboration skills.

Preferred Qualifications
Capable of diverging with partners in the Design function and converging with partners in the Engineering function.
Expert at optimizing large scale surfaces by delivering increasing usability, customer value, and performance gains.

Total Rewards
US Zone 1$199,800—$270,300 USDUS Zone 2$179,800—$243,200 USDUS Zone 3$159,800—$216,200 USD, , Dropbox is an equal opportunity employer. We are a welcoming place for everyone, and we do our best to make sure all people feel supported and connected at work. A big part of that effort is our support for members and allies of internal groups like Asians at Dropbox, BlackDropboxers, Latinx, Pridebox (LGBTQ), Vets at Dropbox, Women at Dropbox, ATX Diversity (based in Austin, Texas) and the Dropbox Empowerment Network (based in Dublin, Ireland).,

#J-18808-Ljbffr</p>

<h5>Company Description</h5> <p>Dropbox is a special place where we are all seeking to fulfill our mission to design a more enlightened way of working. Were looking for innovative talent to join us on our journey. The words shared by our founders at the start of Dropbox still ring true today. Wouldnt it be great if our working environmentand the tools we usewere designed with peoples actual needs in mind? Imagine if every minute at work were well spentif we could focus and spend our time on the things that matter. This is possible, and Dropbox is connecting the dots. The nearly 3,000 Dropboxers around the world have helped make Dropbox a living workspace - the place where people come together and their ideas come to life. Our 700+ million global users have been some of our best salespeople, and they have helped us acquire customers with incredible efficiency. As a result, we reached a billion dollar revenue run rate faster than any software-as-a-service company in history. Dropbox is making the dream of a fulfilling and seamless work life a reality. We hope youll join us on the journey.</p> <h5>Team Description</h5> <p>Our Engineering team is working to simplify the way people work together. Theyre building a family of products that handle over a billion files a day for people around the world. With our broad mission and massive scale, there are countless opportunities to make an impact.</p> <h5>Role Description </h5>Dropbox is looking for a Data Engineer to join our Finance Data Engineering (FDE) team to build out next generation Financial data pipelines that power crucial business decisions throughout the organization including metrics (ARR, Churn) that are reported externally to Wall St. The team is responsible for curating Gold Datasets (user, team, product etc) that are the source of truth for analytics and operations at Dropbox <ul> <li>Do you dream about Data and talk to your friends in SQL? </li><li>Do you want to inspire and be inspired by working with the best and brightest? </li><li>Youre friendly, positive, professional, and fun to work with! </li><li>Youre a creative thinker with excellent problem solving and decision making ability. </li> <li>Youre proactive, self starting, organized, and willing to take on difficult problems. </li><li>You have excellent communication skills, both written and verbal. </li> <li>Youre self motivated, energetic, and passionate. </li></ul> Youll be the genius who understands data at Dropbox, knows where to find it and manages the process to make that data useful for Growth and Monetization at Dropbox. You love thinking about the ways the business can consume this data and then figuring out how to build it. On a typical day you may be consulted on the information architecture of our subscriptions / invoicing systems and help design the event collection infrastructure. You will also be responsible for understanding and curating Gold datasets associated to all Dropbox customers that will be used for marketing, segmentation and several other analytics and operational use cases. Youll build the data models and ETL processes to provide this data for business use. You've got some practical experience working with large datasets. You are interested in reporting platforms and data visualization.   You may be interested in machine learning or statistics or one of several similar fields. But the most important factor is you have a strong foundation in test driven development and building scalable data pipelines. As part of the Dropboxs FDE team, you'll own a problem end-to-end, so those skills will come in handy not just to collect, extract and clean the data, but also to understand the systems that generated it, and automate your processes to produce reliable and trustworthy data. On an on-going basis, you'll be responsible for improving the data by adding new sources, coding business rules and producing new metrics that support the business.   As a data engineer, you have experience spanning traditional DW and ETL architectures and big data ecosystems like Databricks / Snowflake / EMR / Airflow. Youve probably been in the industry an engineer and have developed a passion for the data that drives businesses. You'll need to be technical at heart, comfortable with the idea of extending systems by writing code, rather than just relying on in-built functionality. <h5>Responsibilities </h5><ul> <li>Build and manage data pipeline generating P0 (most critical) metrics for Dropbox </li><li>Pay meticulous attention to end-to-end data quality, validation, and consistency </li><li>Solve our most challenging data integration problems, utilizing optimal ETL patterns, frameworks, query techniques, sourcing from structured and unstructured data sources </li><li>Challenge status quo and adopt industry best practices </li><li>Work closely with Dropbox business and engineering teams and anticipate how they'd like to use the curated data sets </li><li>Excellent communication skills and comfortable with Agile software development methodologies </li> <li>Collaborate with cross functional teams, product managers, and data scientists to understand data needs, representing key data insights in a meaningful way </li><li>Define and manage SLA for all data sets in allocated areas of ownership </li><li>Build cost optimized and efficient data pipelines that are easy to govern and manage </li><li>Strong ownership to solve 0-1 problems with minimal guidance and being comfortable with ambiguities </li></ul> <h5>Requirements </h5><ul> <li>Proficient in spark, sparkSQL and hiveSQL </li><li>Experience working with Snowflake / Databricks or similar distributed compute systems </li><li>Excellent understanding of scheduling and workflow frameworks. Prefer prior experience with Airflow </li><li>You've used version control systems like Git and have experience with test automation and CICD </li><li>2+ years of Python or Java, Scala development experience </li><li>2+ years of SQL experience </li><li>2+ years of experience with schema design and dimensional data modeling </li><li>Experience designing, building and maintaining data processing systems </li><li>BS degree in Computer Science or related technical field involving coding (e.g., physics or mathematics), or equivalent technical experience </li></ul> <p>Many teams at Dropbox run Services with on-call rotations, which entails being available for calls during both core and non-core business hours. If a team has an on-call rotation, all engineers on the team are expected to participate in the rotation as part of their employment. Applicants are encouraged to ask for more details of the rotations to which the applicant is applying. </p> <h5>Total Rewards </h5> <p>Dropbox takes a number of factors into account when determining individual starting pay, including job and level they are hired into, location/metropolitan area, skillset, and peer compensation.  We target most new hire offers between the minimum up to the middle of the range. </p><p>Salary/OTE is just one component of Dropboxs total rewards package. All regular employees are also eligible for the corporate bonus program or a sales incentive (target included in OTE) as well as stock in the form of Restricted Stock Units (RSUs). </p><p>Current Salary/OTE Ranges (Subject to change): <br> US Zone 1: $131,800 - $155,000 - $178,300. <br> US Zone 2: $118,600 - $139,500 - $160,400. <br> US Zone 3: $105,400 - $124,000 - $142,600.<br> <br>Dropbox uses the zip code of an employees remote work location to determine which metropolitan pay range we use. Current US Zone locations are as follows: <br> US Zone 1: San Francisco metro, New York City metro, or Seattle metro <br> US Zone 2: Austin (TX) metro, Chicago metro, California (outside SF metro), Colorado, Connecticut (outside NYC metro), Delaware, Massachusetts, New Hampshire, New York (outside NYC metro), Oregon, Pennsylvania (outside NYC or DC metro), Washington (outside Seattle metro) and Washington DC metro <br> US Zone 3: All other US locations </p> <p>Dropbox is committed to investing in the holistic health and wellbeing of all Dropboxers and their families. Our benefits and perks programs include, but are not limited to: </p> <ul><li>Competitive medical, dental and vision coverage </li><li>(US Only) Competitive 401(k) Plan with a generous company match and immediate vesting </li><li>Flexible Time Off/Paid Time Off, paid holidays, Volunteer time off and more </li><li>Protection Plans including; Life Insurance, Disability Insurance and Travel benefit plans </li><li>Perks Allowance to be used on what matters most to you, whether thats wellness, learning and development, food & groceries, and much more </li><li>Parental benefits including; Parental Leave, Child and Adult Care, Day Care FSA (US Only), Fertility Benefits (US Only), Adoption and Surrogacy support and Lactation Support  </li> </ul><p>Mental Health and Wellness benefitsFree Dropbox space for your friends and family</p> <p>Additional benefits details are available upon request. </p> Dropbox is an equal opportunity employer. We are a welcoming place for everyone, and we do our best to make sure all people feel supported and connected at work. A big part of that effort is our support for members and allies of internal groups like Asians at Dropbox, BlackDropboxers, Latinx, Pridebox (LGBTQ), Vets at Dropbox, Women at Dropbox, ATX Diversity (based in Austin, Texas) and the Dropbox Empowerment Network (based in Dublin, Ireland).

Dropbox Business Intelligence Interview Guide

Overview

Dropbox Business Intelligence Salary

Dropbox Business Intelligence Interview Process

Dropbox Business Intelligence Interview Questions

Dropbox Business Intelligence Jobs