Evidation · 1 month ago
Staff / Senior Data Engineer
United States
Full-time
Remote
Senior Level, Lead/Staff
$163K/yr - $220K/yr
8+ years expEvidation creates new ways to measure and improve health in everyday life through a privacy-centric digital health measurement platform. The Staff Data Engineer will provide technical leadership in data engineering, guiding architectural decisions and ensuring the delivery of impactful data solutions in a healthcare environment.
AnalyticsBig DataHealth CareMedicalMobile AppsSoftware
Responsibilities
Provide staff-level technical leadership and mentorship; participate in architecture/design reviews and drive cross-team initiatives
Help architect and evolve the ELT platform at scale: CDC/ingest, orchestration, transformation, runtime/ops model, and data export
Integrate healthcare data sources (EHR/FHIR, labs, genomics, wearables, claims) with strong data governance
Build and maintain secure, high-quality data pipelines and customer-facing data products
Partner with Data Science to design and operationalize feature pipelines, model inputs, serving, and monitoring
Deliver AI/ML platform capabilities including feature stores, model hosting, monitoring, and retrieval workflows
Lead AI adoption across Data Engineering: copilot, codegen templates, agents, automated data documentation/dictionary, and AI-assisted data quality triage
Partner with stakeholders to translate business and technical requirements into scalable data solutions
Qualification
Required
8+ years building and operating production data systems; recent Staff-level IC experience
Proven technical leadership across architecture, design, and cross-functional delivery
Strong background in data engineering
Hands-on experience with AWS, Snowflake, DBT, Airflow/Prefect/Dagster, and streaming platforms (Kafka, Kinesis) and database CDC
Expert-level SQL and proficiency in Python/Scala with tests/CI for data code
Cloud infrastructure experience (S3, Kubernetes/EKS) and IaC (Terraform/Pulumi)
Experience with data visualization tools (Streamlit, Tableau, Looker) and reporting automation
Preferred
Deep Snowflake expertise (micropartitions, clustering, cost optimization)
Experience integrating healthcare or regulated data sources (EHR, FHIR, HL7, wearable, or partner datasets such as Datavant)
Experience scaling dbt and managing enterprise data testing frameworks
Familiarity with vector databases, LLMs, and RAG/LLMOps pipelines
Experience delivering using AI-powered data engineering tools (copilot, sandboxes, automated documentation)
Benefits
Salary + bonus + equity + benefits
Company
Evidation
Evidation creates new ways to measure and improve health in everyday life—making proactive, personalized, and truly human-centered healthcare possible.
51-200 employees
H1B Sponsorship
Evidation has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (2)
2023 (1)
2022 (7)
2021 (5)
2020 (5)
Funding
Current Stage
Late StageTotal Funding
$259MKey Investors
B CapitalSanofi VenturesAsset Management Ventures (AMV)
2021-03-22Series E· $153M
2020-11-08Secondary Market
2020-07-01Series D· $45M
Leadership Team
Leslie Wilberforce
Chief Executive Officer, Board Member
Alessio Signorini
Co-founder, CTO
Recent News
Business Wire
2025-12-17
2025-12-03
Company data provided by crunchbase