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Sr. Staff ML Infra Engineer

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Sr. Staff ML Infra Engineer in USA new

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

Responsibilities

  • Drive the end-to-end data platform and data quality roadmap for Search & Discovery machine learning efforts.
  • Own, consolidate, 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.
  • Process billions of user-interaction records and petabytes of raw log data into usable data objects for engineers and scientists.
  • Partner with data scientists, analysts, product managers, indexing platform engineers, ranking engineers, and data platform engineers.
  • Research technical approaches for challenging 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 5 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.
  • Knowledge of data structures, algorithms, performance complexity, computer architecture, I/O, and memory tuning.
  • Experience with big data tools, ETL frameworks, and petabyte-scale data pipelines.
  • Experience with TensorFlow and PyTorch is preferred.
  • Experience managing mission-critical, high-throughput, low-latency services.
  • Experience integrating applications and platforms with AWS and GCP.
  • Strong verbal and written communication skills, including presenting complex technical concepts to nontechnical users.
  • Experience with machine learning platforms for search and discovery rankings is strongly preferred.

Benefits

  • Medical, dental, vision, life, and AD&D insurance.
  • Flexible Spending Accounts and Health Savings Account.
  • Long-term and short-term disability coverage.
  • Employee Assistance Program.
  • 401(k) plan with company match.
  • 18–21 days of paid time off annually based on tenure.
  • 12 public holidays.
  • Paid parental leave.
  • Pre-tax commuter benefits.
  • Free electric-car charging station.
  • The position is offered across several US geographic markets, with pay varying by market location and qualifications.

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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