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Solstice Health

AI-driven marketing compliance evaluation platform

Member of Technical Staff - Data Engineering

Data EngineeringConfirmed live in the last 24 hours
Full-timeNew York, NY, USAIn-person

About the Job

Requirements

  • Strong Python and SQL skills, with experience building and operating production data systems.
  • Deep experience with ETL or ELT pipelines, data modeling, workflow orchestration, and a modern cloud warehouse or lakehouse.
  • Experience ingesting messy third-party data and reconciling records across systems with inconsistent identifiers and schemas.
  • Strong instincts for data correctness, including validation, lineage, observability, backfills, deduplication, and failure recovery.
  • Experience designing systems that are reliable under growing volume, changing partner contracts, and imperfect upstream inputs.
  • Independent judgment and end-to-end ownership, including turning an ambiguous business goal into a technical plan, shipping it, and operating it.
  • Ability to explain data quality and measurement tradeoffs to technical and non-technical partners, and comfort working directly with external vendors.
  • A high bar for craft, urgency, and follow-through.

Responsibilities

  • Design, build, and operate the cloud data platform for Solstice's media products, from raw partner data through trusted, analysis-ready models.
  • Ingest daily event and delivery logs from DSPs, publishers, claims-data providers, client systems, and Solstice's own content platform.
  • Build durable mappings across vendor identifiers, NPIs, campaigns, audiences, assets, and atomic creative elements.
  • Handle third-party data challenges, including de-aggregation, off-list records, unmatched identities, duplicates, late-arriving data, schema drift, and backfills.
  • Create canonical data models connecting creative attributes and exposures to clicks, engagement, and longer-lag outcomes such as prescription or claims signals.
  • Build reliable batch and event-driven pipelines with clear lineage, idempotent processing, automated data-quality checks, and actionable alerting.
  • Make partner integrations repeatable, including APIs, secure file transfer, validation, reconciliation, and audit trails.
  • Provide clean datasets and services supporting campaign measurement, experimentation, attribution, and the creative-to-performance feedback loop.
  • Own the reliability, security, and cost of the data platform as volume and the number of partners grow.
  • Work directly with media, product, AI, and customer teams to launch the first campaigns, investigate discrepancies, and turn operating problems into durable platform capabilities.

Desired Qualifications

  • Experience with GCP and BigQuery, or comparable depth with AWS, Azure, Snowflake, Databricks, or Redshift.
  • Experience with data transformation and orchestration tools such as dbt, Airflow, Dagster, or Prefect.
  • Experience in adtech, media delivery, measurement, attribution, or marketing data platforms.
  • Familiarity with healthcare or life sciences data, including NPI-keyed HCP data, claims, or prescription signals.
  • Experience building secure data systems for regulated, privacy-sensitive, or enterprise environments.
  • Experience preparing high-quality data for experimentation, analytics, machine learning, or AI systems.
  • Experience integrating with DSPs, endemic publishers, identity vendors, or claims-data providers.
  • Familiarity with creative-level or component-level measurement, incrementality, or experiment design.
  • Experience building a data platform from zero to one at an early-stage company.

About the Company

Solstice Health

AI-driven marketing compliance evaluation platform

Solstice Health offers an AI-powered compliance evaluation platform for marketing teams in the life sciences industry. It helps pre-screen and assess marketing content for regulatory issues before launch, speeding review cycles. The product analyzes content, incorporates likely feedback from medical, legal and regulatory (MLR) teams, and flags misalignments to ensure content meets requirements. Unlike broad AI review tools, it targets life sciences marketing, focusing on pre-launch compliance to reduce penalties and keep teams ahead of evolving regulations. The goal is to cut penalties and accelerate compliant content launches by delivering reliable, timely regulatory insights through a subscription-based platform.

Company size
11-50
Company stage
Series A
Total funding
$24.5M
Headquarters
New York City, New York
Founded
2022

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