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Staff Software Engineer – Data Acquisition & Normalization

ID.me

$217,565 - $260,000
Dec 3, 2025
Mountain View, CA, US
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ID.me is seeking a Staff Software Engineer and Tech Lead to join their Data Acquisition & Normalization team. This team is responsible for building and operating the integrations that power the Identity Trust Graph — acquiring, normalizing, and refreshing identity attributes from authoritative and commercial sources. The goal is to ensure ID.me delivers reliable, real-time validation of identity attributes at internet scale, transforming messy, fragmented real-world data into trusted validation signals.

Requirements

  • 3+ years of experience in data acquisition/integrations (APIs, screen scraping, ETL, normalization).
  • Proven ability to operate high-reliability data pipelines with strict SLAs.
  • Experience with cloud-native infrastructure (AWS, GCP, or Azure).
  • Familiarity with observability, monitoring, and incident response best practices.
  • Knowledge of compliance and security requirements for sensitive data.
  • Experience at a FinTech, identity, or data aggregation company (Plaid, Yodlee, Envestnet, etc.).

Responsibilities

  • Build and maintain connectors to government registries, telcos, licensing authorities, and commercial data providers.
  • Standardize and reconcile heterogeneous data formats into clean schemas usable by the Identity Trust Graph.
  • Monitor, detect, and resolve upstream source changes rapidly; implement retries, fallbacks, and error handling.
  • Add trusted data to the runtime service that validates data in the trust graph by comparing it to sources of record.
  • Translate product contracts (from Persons/Orgs teams) into execution.
  • Provide fraud signals and validation events to downstream consumers (Wallet, Fraud, Domains).
  • Report coverage/freshness metrics to Product Ops & Analytics.

Other

  • 5+ years of engineering experience, 2+ years as a tech lead.
  • Bachelor’s degree in Computer Science or related field
  • Ensure sensitive data is handled in line with NIST, ISO 27001, and FedRAMP standards.
  • full-time, in-office culture.
  • Mountain View, CA