Software Engineer, Machine Learning Platform

Company: The New York Times
Location: New York
Posted on: November 8, 2024

Job Description:

About the Role
Machine Learning (ML) at the New York Times enhances the experience of our 150 million digital readers from around the globe and grows our subscriber base through content recommendations and personalizations.
The Machine Learning Platform (MLP) team builds and maintains the infrastructure that hosts all of The New York Times real-time ML inference models, including both data and compute. Our partners are Data Scientists that build and deploy their ML models on the ML platform. On the other end, our partners are engineering systems that call these hosted models with low-latency and Service Level Agreements (SLAs) guaranteed by the MLP.
We are looking for a Software Engineer, with a focus on MLOps, to join our Machine Learning Platform team to help solve creative challenges around Machine Learning infrastructure for the New York Times.
Hybrid work schedule based in New York City reporting to the engineering manager of the Machine Learning Platform team.
Responsibilities:

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  You will research, develop, and deploy infrastructure for the Machine Learning Platform at scale
  
  
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  You will build infrastructure to train and test algorithms that provide real-time content recommendations and personalization
  
  
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  You will enhance ML platform's CI/CD and integration testing capabilities
  
  
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  You will promote developer productivity by rolling out capabilities that maximize self-sufficiency and minimize the toil in learning those capabilities in building scalable applications with high speed, quality, and performance.
  
  
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  Demonstrate support and understanding of our and a strong commitment to our mission to seek the truth and help people understand the world.
  
  
  Basic Qualifications:
  
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    2+ years of direct relevant experience in MLOps or DevOps, including experience operating large systems in a production environment
    
    
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    Experience deploying and monitoring systems using cloud infrastructure (GCP or AWS)
    
    
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    Experience working with Kubernetes, Docker, and CI/CD
    
    
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    Familiarity with at least one high-level programming language like Python or Go
    
    
    Preferred Qualifications:
    
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      Experience with any of the these technologies: Terraform, Airflow, SQL/BigQuery, Drone, Triton, TensorFlow, scikit-learn, DataDog
      
      
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      Experience building real-world machine learning applications like recommendation systems, bandits, etc.
      
      
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      Experience engaging with stakeholders to understand pain points, observe patterns, and identify opportunities for improvements
      
      
      This role may require limited on-call hours. An on-call schedule will be determined when you join, taking into account team size and other variables.
      #LI-Hybrid
      REQ-017394
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Keywords: The New York Times, Jersey City , Software Engineer, Machine Learning Platform, IT / Software / Systems , New York, New Jersey