Coupang - Mountain View, CA

posted 3 months ago

Full-time - Senior
Mountain View, CA
Sporting Goods, Hobby, Musical Instrument, Book, and Miscellaneous Retailers

About the position

Coupang is on a mission to wow our customers by revolutionizing the e-commerce experience. As one of the fastest-growing e-commerce companies, we have established a strong reputation in South Korean commerce, driven by our commitment to making shopping, eating, and living easier than ever. The SDPE (Search and Discovery Product Engineering) ML group is at the forefront of this mission, focusing on advanced machine learning technologies that enhance content understanding, recommendation systems, and ranking algorithms. This high-impact applied team collaborates closely with product engineering teams to integrate cutting-edge technology into our products, directly influencing key metrics that drive customer satisfaction and business success. We are seeking a Director for the SDPE ML Group, a pivotal role within Coupang's Search and Discovery leadership team. This position will be responsible for shaping and executing the strategy for Coupang's eCommerce search experience. The Director will oversee tech projects related to search, recommendation, and catalog quality, driving initiatives that include query and intent understanding, the development of an e-commerce product knowledge graph, and the application of personalization techniques. Additionally, the role will explore innovative search experiences, such as Personal Assistants and multi-modal search, leveraging advancements in Generative AI and LLMs. This position offers a unique opportunity to impact the search experience for every customer on Coupang, making it a critical role in our organization. In this role, you will define the long-term strategy and vision for various technical directions, manage project plans, and ensure the successful delivery of commitments. You will lead your team in developing new machine learning models and features, applying rigorous testing methodologies to ensure their effectiveness. Furthermore, you will be responsible for the production systems that run these models, ensuring they meet the high standards expected by our customers.

Responsibilities

  • Define the long-term strategy and vision of various technical directions and oversee the design in conjunction with the engineering team.
  • Manage and execute project plans and deliver commitments in both short and long term.
  • Lead your team to develop new Machine Learning models and features, applying rigorous offline and online testing methodology.
  • Be responsible for the production system running those models.

Requirements

  • 3+ years management experience
  • Master's degree in Computer Science, Mathematics, or related science majors; Ph.D. strongly preferred
  • Track record of diving into data to discover hidden patterns and solving problems with data science
  • Deep knowledge in machine learning, deep learning, and statistical modeling
  • Excellent communicator, both to technical and business audiences
  • Fast paced self-learner with proven record of launching successful features and improving business metrics
  • Ability to work in multi-cultural, cross functional team.

Nice-to-haves

  • Hands on experience either directly training and applying Generative AI models / LLMs or working closely with your engineering team to do so
  • Experience with advertising systems/Search advertising/Advertising Marketplace
  • Experience working with AWS (Amazon web services)
  • Experience working in startups.

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 Public Holidays
  • Paid Parental leave
  • Pre-tax commuter benefits
  • MTV - [Free] Electric Car Charging Station
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