Constructor

Backend Engineer: Ranking

Constructor
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3 months ago
Remote, EMEAMid Level

Base Salary

$80k - $120k/yr

Responsibilities

  • Build, deploy, and support robust high-load machine-learning-based real-time systems for search and browse experiences.
  • Collaborate with technical and non-technical business partners to develop and update ranking functionality.
  • Develop a ranking platform for internal data science and machine learning engineering users.
  • Optimize ranking-service performance to process requests faster.
  • Optimize signal delivery and retrieval through the feature store for machine-learning model inference.
  • Communicate with stakeholders within and outside the team.

Requirements

  • Experience designing, developing, and maintaining high-load distributed real-time cloud services.
  • Proficiency with Infrastructure as Code tools such as CloudFormation or Terraform.
  • Experience with MLOps, including delivering, loading, and serving machine-learning models and related infrastructure, is a major plus.
  • Hands-on experience setting up and improving CI/CD pipelines.
  • Proficiency with Python; experience with compiled languages such as C, Rust, or Go is a plus.
  • Experience with server-side web-service coding and a good understanding of API design principles.
  • Experience with NoSQL and relational databases, distributed systems, and caching solutions.
  • Experience with major public cloud platforms, ideally AWS, or Azure and GCP.
  • Experience collaborating in cross-functional teams and excellent English communication skills.

Benefits

  • Fully remote work arrangement with flexibility to choose where to live.
  • Regular team offsite events.
  • Unlimited vacation time, with encouragement to take at least three weeks per year.
  • Work-from-home stipend and Apple laptop provided to new employees.
  • Annual training and development budget.
  • Maternity and paternity leave for qualified employees.
  • Base salary of $80k–$120K USD, plus stock options.
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