Baseten

Data Engineer

San Francisco, Remote. Posted 7 months ago

The role

A Data Engineer will build and scale Baseten's internal data platform. This role transforms raw product and business data into reliable datasets to power decision-making across various departments.

What you will do

  • Design and maintain core data models and semantic layers
  • Develop and orchestrate batch and streaming data pipelines using technologies such as Apache Beam, Kafka, Airflow, or similar frameworks
  • Analyze inference and infrastructure telemetry, including data from OpenTelemetry, Grafana, and other observability tools
  • Define and maintain company-wide metrics across product usage, performance, and customer lifecycle
  • Enable self-service analytics through agents and tools, with well-structured semantic layers and context
  • Ensure data reliability and quality through testing, documentation, and governance

Required qualifications

  • Design and maintain core data models and semantic layers
  • Develop and orchestrate batch and streaming data pipelines using technologies such as Apache Beam, Kafka, Airflow, or similar frameworks
  • Analyze inference and infrastructure telemetry, including data from OpenTelemetry, Grafana, and other observability tools
  • Define and maintain company-wide metrics across product usage, performance, and customer lifecycle
  • Enable self-service analytics through agents and tools, with well-structured semantic layers and context
  • Ensure data reliability and quality through testing, documentation, and governance

Nice to have

  • Understanding of inference metrics such as latency, throughput, token usage, and model performance
  • Experience supporting B2B SaaS and/or consumption-based platforms
  • Application of forecasting and predictive modeling (e.g., ARIMA, Prophet) to business processes

Benefits

  • Competitive compensation, including meaningful equity
  • 100% coverage of medical, dental, and vision insurance for employee and dependents (U.S. only)
  • Flexible PTO policy including company wide Winter Break
  • Paid parental leave
  • Fertility and family-building stipend through Carrot
  • Company-facilitated 401(k) (U.S. only)
  • Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities

About the company

Baseten powers mission-critical inference for the world's most dynamic AI companies. They provide a platform that enables companies to bring cutting-edge models into production.

Data Engineer at Baseten | JobZoey