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Benefits & Perks
•Learning and development stipend
•Wellness benefits
•Health, dental, and vision coverage
•Parental leave program
Required Skills
PyTorch
SQL
Apache Spark
Role Description
We're looking for a Senior Data Scientist to partner with product, engineering, and design teams to answer key questions and drive impact in the AI and Core Experience area. This area focuses on improving key part of the core product through re-envisioning the user experience including the home experience, integrating AI features into the user experience, and building new functionality. 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, behavior analysis, and customer segmentation. We’re looking for someone who can bring opinions and strong narrative framing to proactively influence the business.
Responsibilities
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Perform analytical deep-dives to analyze problems and opportunities, identify the hypothesis and design & execute experiments
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Inform future experimentation design and roadmaps by performing exploratory analysis to understand user engagement behavior and derive insights
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Create personalized segmentation strategies leveraging propensity models to enable targeting of offers and experiences based on user attributes
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Identify key trends and build automated reporting & executive-facing dashboards to track the progress of acquisition, monetization, and engagement trends.
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Identify opportunities, advocate for new solutions and build momentum cross-functionally to move ideas forward tha tare grounded in data.
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Monitor and analyze a high volume of experiments designed to optimize the product for user experience and revenue & promote best practices for multivariate experiments
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Translate complex concepts into implications for the business via excellent communication skills, both verbal and written
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Understand what matters most and prioritize ruthlessly
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Work with cross-functional teams (including Data Science, Marketing, Product, Engineering, Design, User Research, and senior executives) to rapidly execute and iterate
Requirements
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Bachelors’ or above in quantitative discipline: Statistics, Applied Mathematics, Economics, Computer Science, Engineering, or related field
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6+ years experience using analytics to drive key business decisions; examples include business/product/marketing analytics, business intelligence, strategy consulting
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Proven track record of being able to work independently and proactively engage with business stakeholders with minimal direction
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Significant experience with SQL
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Deep understanding of statistical analysis, experimentation design, and common analytical techniques like regression, decision trees
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Solid background in running multivariate experiments to optimize a product or revenue flow
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Strong verbal and written communication skills
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Strong leadership and influence skills
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Proficiency in programming/scripting and knowledge of statistical packages like R or Python is a plus
Preferred Qualifications
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Product analytics experience in a SAAS company
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Masters’ or above in a quantitative discipline: Statistics, Applied Mathematics, Economics, Computer Science, Engineering, or related field
Compensation
Canada Pay Range:
$162,400—$219,600 CAD
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About Dropbox
Reviews
3.6
17 reviews
Work Life Balance
4.2
Compensation
4.5
Culture
3.8
Career
3.2
Management
3.0
65%
Recommend to a Friend
Pros
High compensation packages
Remote/flexible work arrangements
Good work-life balance
Cons
Layoffs and job security concerns
Uncertainty about company future
Work may not be exciting
Salary Ranges
21 data points
Mid/L4
Senior/L5
Staff/L6
Mid/L4 · Data Scientist
7 reports
$220,352
total / year
Base
$169,347
Stock
-
Bonus
-
$167,050
$243,100
Interview Experience
3 interviews
Difficulty
3.0
/ 5
Duration
14-28 weeks
Offer Rate
33%
Experience
Positive 33%
Neutral 67%
Negative 0%
Interview Process
1
Application Review
2
Online Assessment
3
Recruiter Screen
4
Technical Phone Screen
5
Onsite/Virtual Interviews
6
Hiring Manager Interview
Common Questions
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
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