Senior ML Infra Engineer - Offline & Online Training

Coupang, Inc.; Mountain View (WY); On-site; USD 174,000 - 299,000; Full time

Benefits offered by this job

Medical/Dental/Vision/Life

401K Plan with Company Match

Paid PTO 18-21 days

Public Holidays

Parental leave

Commuter benefits

EV charging

Job summary

Coupang, Inc. is hiring a Staff Software Engineer, ML infra Engineer for the Search & Discovery organization to design and build durable software that handles massive data for training complex ML models and serving them online.

You will help optimize ranking, improve search experience, and scale offline/online pipelines while collaborating with data scientists and engineers to drive business impact.

Qualifications

• Bachelor's degree in computer science, electrical engineering, mathematics, statistics or closely related fields.
• 5 years of professional experience in applied machine learning.
• Experience in machine learning, deep learning, and statistical modeling.
• Proficiency in Python and/or Java, with experience in building production grade ML systems.

Responsibilities

• Proactively drive the execution of end-to-end data platform, data quality roadmap for Search & Discovery ML efforts.
• Take ownership, consolidate and optimize the Search & Discovery core data logging, processing, and ML model training pipelines.
• Develop and scale data infrastructure that powers batch and real-time data processing, monitoring, and debugging for ML experiments.
• Drive design and implementation of scalable ML based ranking system and online ML inference services.
• Build strong cross-functional partnerships with Data Scientists, Analysts, Product Managers, Indexing Platform Engineers, Ranking Engineers and Data Platform Engineers to understand both the offline and online needs and deliver on those needs.
• Research, analyze and select technical approaches for solving difficult and challenging development and integration problems, coach and mentor other engineers in process and methodologies

Skills

Applied ML

Python

Java

Big Data

ML infra

Education

Bachelor's degree in CS/EE/Math/Stats

Tools

Hadoop

Hive

Presto

Spark

Scala

Airflow

TensorFlow

PyTorch

AWS

GCP

Job description

Coupang, Inc. is hiring a Staff Software Engineer, ML infra Engineer for the Search & Discovery organization to design and build durable software that handles massive data for training complex ML models and serving them online.

You will help optimize ranking, improve search experience, and scale offline/online pipelines while collaborating with data scientists and engineers to drive business impact.