Principal Data Scientist (Supply Chain)
Coupang is a global company with offices in Beijing, Los Angeles, Seattle, Seoul, Shanghai, and Silicon Valley.
Job Overview:
As our Principal Data Scientist for Coupang's Supply Chain Management (SCM) Systems, you will be responsible to research and develop innovative machine learning based approaches to predict the near-term future and increase efficiency of supply chain.
Key Responsibilities:
- Build Machine Learning/Deep Learning Model
- Provide evaluation method of ML/Deep Learning Model
- Work with engineers to create a model publishing/updating pipeline
- Participating in interviewing and hiring the data scientist
Qualifications:
- 6+ years of experience working with large-scale, complex datasets to create/optimize machine learning, predictive, forecasting, and/or optimization models
- Ability to write production level code in R or Python
- Knowledge and experience of writing and tuning SQL
- Practical understanding and hands-on experience with the following:
· Supervised learning methods (linear and logistic regression, generalized linear models, decision trees, random forests, support vector machines, graphical models, neural networks / deep learning, etc.). - Unsupervised learning methods (K-means, hierarchical clustering, association rules, principal components, etc.)
- Mathematical optimization (mixed integer programming, linear programming, stochastic programming/optimization discrete optimization convex optimization, reinforcement learning, etc.)
- Track record of diving into data to discover hidden patterns and solving operational problems with data science
- Past and current experience writing and speaking about complex technical concepts to broad audiences in a simplified format
Preferred
- Master’s Degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent experience
Perks:
- Autonomy to make decisions in a rapidly growing company
- Free medical, dental, and vision insurance
- 18 days PTO + 12 national holidays off
- 401K matching
- Pre-IPO stock options
- Mobile & fitness reimbursement
- Flexible working hours
Coupang is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex or gender (including pregnancy, gender identity, gender expression, sexual orientation, transgender status), national origin, age, disability, medical condition, HIV/AIDS or Hepatitis C status, marital status, military or veteran status, use of a trained dog guide or service animal, political activities, affiliations, citizenship, or any other characteristic or class protected by the laws or regulations in the locations where we operate.
If you need assistance and/or a reasonable accommodation in the application or recruiting process due to a disability, please contact us at [email protected].