Staff Machine Learning Engineer

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Staff Machine Learning Engineer in Others new

Coupang
Full time
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Others
10/01/2026
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Taipei, Taiwan

Responsibilities

Collaborate with Data Scientists and Data Analysts to convert experimental code into production-ready architectures through refactoring, model hosting, and integration.
Design and formalize end-to-end model deployment, versioning, and reproducibility workflows.
Build and maintain scalable data pipelines using distributed data-processing ecosystems.
Standardize Data Science development environments and establish foundational ML infrastructure, feature-store integration, and data-versioning practices.
Develop and operationalize predictive solutions using statistical, analytical, or heuristic approaches.
Monitor, maintain, and optimize deployed solutions while addressing bottlenecks, technical debt, and production availability.

Requirements

Bachelor’s or master’s degree in computer science, software engineering, industrial engineering, or another quantitative discipline.
5+ years of relevant industry software or ML engineering experience.
Hands-on MLOps and model-deployment lifecycle experience, including code refactoring, Docker, Kubernetes, and model-hosting strategies such as FastAPI, REST APIs, or cloud-native endpoints.
Proficiency in Python, SQL, and distributed data-processing frameworks such as Spark or Hive, with experience building scalable data pipelines.
Experience establishing ML foundations such as feature stores, DVC or other data-versioning tools, and model registry/versioning systems.
Strong software engineering practices involving Git, CI/CD pipelines, code testing, and clean architecture.
Strong written and verbal communication skills for collaboration with Data Scientists, product managers, and software engineering stakeholders.
Preferred experience working with Data Scientists in applied research or advanced analytics environments.
Preferred experience building and deploying forecasting, classification, or regression models.
Preferred experience evaluating internal tooling and lightweight frameworks for Data Science workflows.
Preferred e-commerce or supply-chain knowledge and experience delivering scalable engineering solutions with measurable business impact.

Coupang

Coupang is a technology and Fortune 150 company listed on the New York Stock Exchange (NYSE: CPNG) that provides retail, restaurant delivery, video streaming, and fintech services to customers around the world under brands that include Coupang, Eats, Play, Rocket Now, and Farfetch.

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