招聘
Role Description
We're looking for a Data Scientist to partner with product, engineering, and design 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
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Develop a deep understanding of customer journey phases and key business metrics
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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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Extract actionable insights through analyzing large, complex, multi-dimensional customer behavior data sets
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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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3-5 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 and large unstructured datasets such as Hadoop
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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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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**$132,600—$179,400 CAD**
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关于Dropbox

Dropbox
PublicA smart workspace company that provides secure file sharing, collaboration, and storage solutions.
1,001-5,000
员工数
San Francisco
总部位置
$8B
企业估值
评价
4.0
10条评价
工作生活平衡
3.8
薪酬
4.0
企业文化
4.2
职业发展
2.8
管理层
3.5
72%
推荐给朋友
优点
Flexible work hours and remote options
Great team culture and collaborative environment
Good benefits and compensation
缺点
Limited career advancement and growth opportunities
High workload and pressure leading to burnout
Communication issues between teams
薪资范围
49个数据点
Mid/L4
Senior/L5
Staff/L6
Mid/L4 · Data Scientist
8份报告
$187,000
年薪总额
基本工资
$187,000
股票
-
奖金
-
$166,050
$219,300
面试经验
2次面试
难度
4.0
/ 5
时长
14-28周
体验
正面 0%
中性 50%
负面 50%
面试流程
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Writing Sample
6
Final Interview
常见问题
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
Past Experience
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