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Sr Staff Data Engineer ML Platform
Posted on 10/19/2022
INACTIVE
Locations
Mountain View, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Spark
CUDA
Data Analysis
Data Science
Data Structures & Algorithms
Google Cloud Platform
Git
Keras
Python NLTK
NumPy
Pandas
SQL
Tensorflow
Python
Requirements
  • BS, MS, or Ph.D. degree in Computer Science or related field, or equivalent practical experience
  • 6+ years of experience
  • Knowledgeable with Data Science tools and frameworks (i.e Python, Scikit, NLTK, Numpy, Pandas, TensorFlow, Keras, R, Spark)
  • Understand machine learning principles (training, validation, etc.)
  • Knowledge of data query and data processing tools (i.e. SQL)
  • Computer science fundamentals: data structures, algorithms, performance complexity, and implications of computer architecture on software performance (e.g., I/O and memory tuning)
  • Software engineering fundamentals: version control systems (i.e Git, Github) and workflows, and the ability to write production-ready code
  • Experience deploying highly scalable software supporting millions or more users
  • Experience with GPU acceleration (i.e CUDA and cuDNN)
  • Experience with integrating applications and platforms with cloud technologies (i.eAWS and GCP)
  • Strong oral and written communication skills
  • Ability to conduct meetings and make professional presentations, and explain complex concepts and technical material to non-technical users
Responsibilities
  • This key role will own the technical direction for the AI and Machine Learning Platform that powers all of Coupang's experiences
  • You'll Have The Opportunity To Work On a Wide Variety Of Projects That Support The ML Lifecycle From Ideation To Production
  • Build scalable distributed training systems to power groundbreaking models, leveraging the latest algorithms, techniques and hardware available
  • Create robust and scalable real-time ML inference systems meeting demanding requirements for low-latency, efficiency, and workflow flexibility
  • Build ergonomic ML Workflows & Experimentation tracking tools to accelerate development/iteration productivity for ~50 ML Engineers & Data Scientists
  • Ensure real-time detection of problems afflicting ML models via ML Observability tools
  • Create ML Governance tooling to ensure that all ML use cases adhere to high-quality standards and policies
  • Utilize OSS ML Platform technologies such as PolyAxon, Kubeflow, ML Flow, or Metaflow
  • Work side by side with customer teams including Search Relevance, Fulfillment Centers, Product Catalogs, etc. to deliver high-impact product wins
Coupang

10,001+ employees

Company Overview
Coupang offers an e-commerce platform that is powered by innovative technology and operations.