Senior Backend And Data Engineer, Telematics

Lyft

Toronto, Canada
Base: cad $136,000 - cad $170,000; bonus/equity: p...
On-site
High-volume data pipelines
Microservices architecture
Aws, kubernetes, spark, apache airflow
The Telematics team processes vast amounts of high-frequency ride data, serving ML models and deriving insights for partner teams to make Lyft safer

Job Summary

  • The Telematics team processes vast amounts of high-frequency ride data, serving ML models and deriving insights for partner teams to make Lyft safer.
  • Responsibilities include leading large projects, productionizing ML models with Data Scientists, and ensuring the stability and reliability of Telematics systems.
  • Benefits include extended health and dental coverage, mental health benefits, family building benefits, and a flexible paid time off policy.

Matching Summary

The Telematics team processes vast amounts of high-frequency ride data, serving ML models and deriving insights for partner teams to make Lyft safer.

Salary

Base: CAD $136,000 - CAD $170,000; Bonus/Equity: potential equity offering, bonus; Benefits: Not specified

Skills & Requirements

Must-have

  • High-volume data pipelines
  • Microservices architecture
  • AWS, Kubernetes, Spark, Apache Airflow
  • Productionize ML models
  • API schema definition
  • Python, Spark, SQL expertise

Nice-to-have

  • Cross-disciplinary collaboration
  • Geographically distributed teams
  • Library development
  • Serving ML models in production

Key Requirements

  • 5+ years of software engineering industry experience
  • Experience in backend development of large-scale distributed systems
  • Experience with S3, Spark, Presto, Parquet
  • Great communicator and empathetic collaborator

Work Rights

Not specified

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