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Coupang

Staff Machine Learning Engineer

Bengaluru , India
Focus areas:
  • Economics driven inventory planning models
  • Placement decisions to offer sharper promise to customers and increase sell through
  • Recommendation systems to provide optimal seller nudges for listing, replenishment etc.
  • Computer vision based ML models to automate manual audits thereby removing defects like incorrect listings, fake products etc. in a scalable way without human intervention.
  • Size and fit prediction for apparel and shoes 
In this role you will:
  • Deeply involved in influencing the design of new product features by collaborating with product, engg. and design by having a point of view of  how ML science can improve the product
  • Be a role model and provide guidance and mentorship to junior scientists on critical projects to resolve complex business problems. 
  • Decompose complex  problems  into  simple,  straightforward  solutions  and  provide mechanisms for the teams to prioritize ruthlessly and move with urgency.
  • Work with ML leadership to envision science roadmaps for the scalable and robust growth of Coupang's Rocket Growth's business. 
  • Demonstrate science excellence by innovating with a variety of machine learning tools and science citizenship by percolating their use within the org
  • Dive deep into large amount of data sets from multiple systems to bring critical insights that can be transformed into business opportunities. 
What we are looking for:
  • Master’s in Computer Science, Mathematics, Operation research, Machine Learning, AI, or equivalent quantitative fields. 
  • 10+ years’ experience in ML . Recent experience as a tech lead responsible for design of ML systems & models powering products at scale
  • Demonstrated joint problem identification and problem solving with Product and Engineering leaders to create science roadmaps for critical charters
  • Proficient in some of the ML training and deployment frameworks like: Tensorflow, PyTorch, TensorRT, Triton backend.
  • Ability to work in a fast-paced environment and to pivot as per business needs while ensuring focus on longer term architecture/use of right primitives etc. 
  • Experience working in international environments with globally distributed teams.
Coupang

Coupang is a disruptive e-commerce giant in South Korea, offering fast Rocket Delivery and revolutionizing the shopping experience with innovation and customer-centric services.

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