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Staff ML Infra Engineer

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Staff ML Infra Engineer in USA

  • Coupang
  • Full time
  • Email
  • Mountain View, CA

Responsibilities

  • Drive the end-to-end data platform and data-quality roadmap for Search & Discovery machine-learning initiatives.
  • Own and optimize core data logging, processing, and ML model-training pipelines.
  • Develop and scale infrastructure for batch and real-time data processing, monitoring, and debugging of ML experiments.
  • Design and implement scalable ML-based ranking systems and online ML inference services.
  • Collaborate with data scientists, analysts, product managers, indexing platform engineers, ranking engineers, and data platform engineers.
  • Research technical approaches for difficult development and integration problems and coach and mentor other engineers.

Requirements

  • Bachelor’s degree in computer science, electrical engineering, mathematics, statistics, or a closely related field.
  • At least five years of professional experience in applied machine learning.
  • Experience with machine learning, deep learning, and statistical modeling.
  • Proficiency in Python and/or Java and experience building production-grade ML systems.
  • Strong computer science fundamentals, including data structures, algorithms, performance complexity, and computer-architecture impacts on software performance.
  • Experience with big data tools, ETL frameworks, scalable data pipelines, mission-critical high-throughput and low-latency services, and cloud technologies such as AWS and GCP.
  • Preferred experience with Hadoop, Hive, Presto, Spark, Scala, Apache Airflow, TensorFlow, and PyTorch.
  • Strong verbal and written communication skills, including presenting complex technical concepts to non-technical users.
  • Experience with machine-learning platforms for search and discovery rankings is a strong plus.

Benefits

  • Medical, dental, vision, life, AD&D, disability, FSA, HSA, and EAP benefits.
  • 401(k) plan with company match.
  • 18–21 days of paid time off annually based on tenure and 12 public holidays.
  • Paid parental leave and pre-tax commuter benefits.
  • Free electric-car charging station.
  • US geographic-market compensation and benefits; the posting lists an application process of phone interview followed by onsite or virtual onsite interview.

Salary: $174000k - $299000k/yr

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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