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Coupang Fulfillment Services · 5 months ago

Senior Staff Machine Learning Engineer

Mountain View, USA

Full-time

Onsite

Senior Level, Lead/Staff

$159K/yr - $324K/yr

8+ years exp

Coupang is a fast-growing e-commerce company that aims to disrupt the industry with innovative solutions. They are seeking a Senior Staff Machine Learning Engineer to lead advanced machine learning projects, focusing on improving product search and discovery through cutting-edge technologies. The role involves mentoring junior engineers, driving complex ML methods, and collaborating with product engineering teams to enhance customer experience.

DeliveryLogisticsWarehousing

Responsibilities

Root causes the major defects that are present in Coupang searchers’ experience

Propose solutions which address these defects and leverage the state-of-the-art technologies, including ML, DL and LLM

Drive end-to-end ML methods that have a high degree of ambiguity, scale and complexity

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

Run A/B experiments, gather data, and perform statistical analysis to develop insights that drive product requirements

Present results and explain methods to the leadership

Mentor junior engineers on the team and partner teams and help to uplevel ML talent across the company

Be a thought leader and able to gain consensus in the organization when needed

Qualification

Machine LearningDeep LearningNatural Language ProcessingLarge Language ModelsPyTorchTensorFlowJavaC++PythonStatistical AnalysisMentoringProblem SolvingCollaboration

Required

8+ 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 like transformers, self supervised pre-training, generative modeling, LLMs, etc

Hands-on experience training and applying models at scale using deep learning frameworks like PyTorch or Tensorflow. Successful candidates in this role need to be able to build bridge state of the art approaches to real world impact

Proficient coding skills in Java, C++ or Python

Masters or PhD in Comp Sci or related fields