Coupang · 2 months ago
Staff Data Scientist, Growth Analytics
Mountain View, USA
Full-time
Onsite
Senior Level, Lead/Staff
6+ years expCoupang is one of the fastest-growing e-commerce companies in South Korea, dedicated to delivering innovative business solutions through data-driven insights. The role of Staff Data Scientist in Growth Analytics involves building machine learning models and collaborating with cross-functional teams to optimize product performance and drive customer engagement.
ApparelConsumer ElectronicsConsumer GoodsCustomer ServiceE-CommerceRetailShopping
Responsibilities
Build machine learning models, perform proof-of-concept, experiment, optimize and deploy your models into production
Establish scalable, efficient, automated processes for data analysis, machine-learning model development, model validation and serving
Work with a team of high-performing analytics, data science professionals, and cross-functional teams to identify business opportunities, optimize product performance or marketing efforts
Analyze large-scale structured and unstructured data; develop deep-dive analyses and machine learning models to drive customer engagement and retention
Design and develop core business metrics, create insightful automated dashboards and data visualization to track them and extract useful business insights
Design and analyze experiments to test new product ideas or marketing strategies. Convert the results into actionable recommendations
Craft compelling stories; make logical recommendations; drive informed actions
Communicate findings to senior leaders and evangelize data-driven business decisions
Qualification
Required
Master's degree in a quantitative field - Computer Science, Mathematics, Engineering or related fields
6+ years of work experience involving quantitative data analysis and machine learning models projects
Programming language required including python, R, spark
Database experience with advanced SQL or SQL-like skills (Hadoop-Hive); experience researching and manipulating complex and large datasets
6+ years working experience in the engineering teams that build large-scale ML-driven user-facing products
Experience with state of the art ML modeling techniques and approaches
Hands-on experience training and applying models at scale
Ability to communicate information effectively to a variety of groups at different levels
Willingness to dig-in and understand the data and to leverage creative thinking and problem-solving skills are absolute musts
Self-starter who takes the initiative to get things done
Outstanding team player with a customer-back mindset
Preferred
Experience with manipulating massive-scale customer and clickstream data
Experience with causal inference and causal ML
Experience with Hadoop or other MapReduce paradigms, and associated languages such as Pig, Hive, etc
Excellent communications skills, with the ability to synthesize, simplify and explain complex problems to different types of audience, including executives
Experience in working on, backend and ML systems for large-scale user-facing products, and have a good understanding of how they all work
Benefits
Medical/Dental/Vision/Life, AD&D insurance
Flexible Spending Accounts (FSA) & Health Savings Account (HSA)
Long-term/Short-term Disability
Employee Assistance Program (EAP) program
401K Plan with Company Match
18-21 days of the Paid Time Off (PTO) a year based on the tenure
12 Paid Holidays
XX weeks of Paid Parental leave
Pre-tax commuter benefits
MTV - [Free] Electric Car Charging Station
Company
Coupang
Coupang is an e-commerce platform that offers a wide variety of products, including apparel, electronics, and home goods.
10001+ employees
H1B Sponsorship
Coupang has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2022 (1)
Funding
Current Stage
Public CompanyTotal Funding
$3.42BKey Investors
SoftBank Vision FundSoftBankBlackRock Private Equity Partners
2021-03-11IPO
2021-01-01Post Ipo Equity
2018-11-20Private Equity· $2B
Leadership Team
G
Gaurav Anand
Chief Financial Officer
Harold Rogers
General Counsel and Chief Administrative Officer
Recent News
Company data provided by crunchbase