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Coupangposted 6 months ago
$170,100 - $315,900/Yr
Full-time - Senior
Seattle, WA
Sporting Goods, Hobby, Musical Instrument, Book, and Miscellaneous Retailers

About the position

As a Senior Staff Backend Engineer in the Global Operations Tech (GOT) organization at Coupang, you will play a crucial role in innovating logistics and enhancing customer experience through advanced algorithms and machine learning techniques. This position focuses on developing systems that ensure ultra-fast deliveries, particularly during peak times, and requires collaboration with various teams to address key business needs and improve operational efficiency.

Responsibilities

  • Develop algorithms, simulations, and systems at scale to enhance warehouse, fulfillment centers, supply chain, and transportation systems.
  • Own and scale production-grade systems in Data Science, ML Ops, and ML system design.
  • Collaborate closely with Operations and Product teams to understand business needs and formulate rigorous mathematical problems.
  • Design features and build large-scale models and systems to improve network flow efficiency for inbound and outbound traffic.
  • Effectively lead projects across teams and mentor team members.

Requirements

  • Bachelor's or Master's degree in a quantitative discipline such as computer science, statistics, or engineering.
  • 10+ years of hands-on experience in building end-to-end systems and in ML Ops, including exploratory data analysis, feature engineering, model training, and deployment.
  • Strong coding skills in Python or Java, with experience in data analysis using SQL, Numpy, and Pandas.
  • Proficient in tools like Docker, Kubernetes, AWS, Spark, Hive, Cassandra, Redis, Kafka, TensorFlow, Pytorch, and Airflow.
  • Excellent written and verbal communication skills, capable of addressing both technical and business audiences.

Nice-to-haves

  • 10+ years of experience in building and owning production-grade data systems, from ETL jobs to feature stores.

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)
  • 401K Plan with Company Match
  • 18-21 days of Paid Time Off (PTO) based on tenure
  • 12 Public Holidays
  • Paid Parental leave
  • Pre-tax commuter benefits
  • Free Electric Car Charging Station
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