Senior Data Engineer- Data Platform

13 hours, 22 minutes ago
Full-time
Senior
Software Development
Vida Health

Vida Health

Vida Health provides a comprehensive health platform that offers personalized coaching and expert guidance for individuals seeking to manage physical and mental health conditions, including weight loss and chronic disease prevention.

Health Care Providers & Services
501-1000
Founded 2013
$188M raised

Description

  • Own production data systems and domains from ingestion through delivery.
  • Design resilient ingestion patterns for incomplete, duplicated, delayed, malformed, and changing partner data.
  • Define data contracts across source systems, ingestion, transformation, and downstream consumers.
  • Design data models with clear grain, keys, history, and definitions.
  • Safely evolve schemas, pipelines, and datasets using retries, backfills, and replay processes.
  • Improve pipeline performance, observability, and failure handling.
  • Collaborate with Engineering, Product, Operations, and Analytics to define data needs from incomplete requirements.
  • Make architecture decisions and safely implement production changes.

Requirements

  • Bachelor's degree.
  • 5+ years of experience building production data systems.
  • Strong SQL and data modeling knowledge, including grain, keys, history, dimensional modeling, and representation tradeoffs.
  • Experience designing and operating batch and asynchronous data pipelines in distributed systems.
  • Experience with cloud data platforms, including storage, query performance, and cost management.
  • Strong understanding of data correctness, validation, idempotency, late or duplicate records, schema changes, backfills, and reprocessing.
  • Working proficiency in Python for pipelines, services, tooling, and tests.
  • Ability to make ordered, reversible production changes without disrupting consumers.
  • Clear written communication skills for documenting technical decisions and explaining changes to non-engineering audiences.
  • Authorization to work in the U.S.; Vida cannot sponsor work visas, and employees must reside and work in the U.S. from a state where Vida is registered.

Interested in this position?

Apply directly on the company website

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