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Data Scientist, Spaces & Paper

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Role Description

We're looking for a Senior Data Scientist to act as a lead for the AMP organization. AMP’s mission is to take bold, long-term risks to discover tools that help people make meaningful progress against their priorities. These tools will augment humanity’s important work, using CPU cycles to preserve human cycles. The tools will create(rather than disrupt) states of focus and flow, unlocking new levels of cognitive productivity. 

This person will work across the organization, driving key product insights, owning product analytics, and helping solve important ML problems in performing cognitive and work tasks, search relevance, and lifecycle notifications for both established and 0→1 products. They will help the organization quickly experiment and learn from the work we are doing.

They will deep dive on unique customer trends through data analytics and and ideal candidate should have a robust knowledge of consumer lifecycle and behavior analysis, customer segmentation, digital campaigns, monetization analytics, and business operations for a SaaS company.  

Responsibility
  • Develop a deep understanding of the product; define the key metrics that will guide the team in the early phases of identifying product market fit.
  • Develop a 360 degree perspective on the data needs for the products from logging, to dashboarding, to creating recommendations to drive change in production.
  • Work with cross-functional teams (including Data Science, Marketing, Product, Engineering, Design, User Research, and senior executives) to rapidly execute and iterate
  • Create propensity models to enable targeting of users within the existing Dropbox user base.
  • Inform future experimentation design and roadmaps by performing exploratory analysis to understand user engagement behavior and derive insights
  • Digest literature and assess state-of-art ML capabilities; and evaluate application of models towards use cases (e.g. NLP)
  • Identify key trends and build executive-facing dashboards to track the progress of acquisition, monetization, and engagement trends.
  • Extract actionable insights through analyzing large, complex, multi-dimensional customer behavior data sets 
  • Translate complex concepts into implications for the business via excellent communication skills, both verbal and written
  • Understand what matters most and prioritize ruthlessly

Requirements

  • Bachelors’ or above in quantitative discipline: Statistics, Applied Mathematics, Economics, Computer Science, Engineering, or related field
  • 4+ years experience using analytics/data science to drive key business decisions; examples include business/product/marketing analytics, business intelligence, strategy consulting
  • 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
  • Fluency in SQL and statistical programming (e.g., R or python)
  • Deep understanding of statistical analysis, experimentation design, and common analytical techniques like regression, decision trees
  • Good understanding of basic ML techniques just as regressions, tree based models, clustering techniques and SVMs
  • Strong verbal and written communication skills

 

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What are Dropbox Perks + Benefits

Dropbox Benefits Overview

Essentials: Our essential U.S. benefits include medical, dental, and vision plans, retirement planning and 401k programs, life and disability coverage, and coaching and therapy options offered through Modern Health. Across the globe, we provide financial and wellness benefits in the context of what is relevant and beneficial locally.

Revitalizers: Press the reset button with benefits that help you unplug and restore, such as generous PTO with extended breaks to recharge and full free access to the Peloton Corporate Wellness Program.

Enlightened work: We’ve implemented a handful of policies that make your Virtual First work day work for you, including Core Collaboration Hours, business travel benefits, technology subsidies, access to On-Demand work spaces at no cost to employees, and more.

You and yours: No matter what your family structure looks like, you can support your loved ones with paid parental leave, family leave, lactation consultation options, adult and child care resources, and our global adoption/surrogacy policy.

The whole Dropboxer: Benefits to better serve yourself and your community through access to legal services, paid volunteer time off, exclusive discounts with partnered companies, military leave, and a quarterly allowance given to Dropboxers to use on what really matters to them.

Culture
Volunteer in local community
Partners with nonprofits
OKR operational model
Team based strategic planning
Pair programming
Employee resource groups
Employee-led culture committees
Quarterly engagement surveys
Employee awards
Flexible work schedule
Remote work program
Diversity
Documented equal pay policy
Dedicated diversity and inclusion staff
Mandated unconscious bias training
Diversity manifesto
Diversity employee resource groups
Hiring practices that promote diversity
Health Insurance + Wellness
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Wellness programs
Team workouts
Mental health benefits
Transgender health care benefits
Abortion travel benefits
Financial & Retirement
401(K)
401(K) matching
Company equity
Performance bonus
Charitable contribution matching
Child Care & Parental Leave
Childcare benefits
Generous parental leave
Family medical leave
Adoption Assistance
Restricted work hours
Return-to-work program post parental leave
Fertility benefits
Vacation + Time Off
Unlimited vacation policy
Generous PTO
Paid volunteer time
Sabbatical
At Dropbox, this is called 'Recharge'
Paid holidays
Paid sick days
Flexible time off
Office Perks
Company-sponsored outings
Free snacks and drinks
Some meals provided
Company-sponsored happy hours
Recreational clubs
Relocation assistance
Fitness stipend
Home-office stipend for remote employees
Mother's room
Professional Development
Job training & conferences
Tuition reimbursement
Lunch and learns
Promote from within
Mentorship program
Continuing education stipend
Continuing education available during work hours
Online course subscriptions available
Customized development tracks
Personal development training
Apprenticeship programs

Additional Perks + Benefits

In order to be successful in our Virtual First environment we needed to make changes that would allow employees to have more control over both where and how they work. Therefore, we embrace “non-linear workdays” with defined core collaboration hours that overlap across time zones. Beyond that, we encourage employees to design their own schedules to balance collaboration with needs for individual focus. We’ve also moved from “all day syncs” to an “async by default” culture, reserving meetings for discussion, debate, and decision-making, and handling all other work in our deep focus hours.

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