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Ambry Genetics

Clinical genetic testing services and analysis

Senior Manager, Software Engineering - Data Architecture

Engineering LeadershipUpdated on Nov 15
Full-timeChicago, IL, USAIn-person

About the Job

Requirements

  • You have a record of leading and mentoring a small team of data engineers and data architects, setting standards, and guiding design in a fast-paced environment, and can translate data-model and data-quality gaps into clear recommendations for engineers, scientists, and other stakeholders.
  • You are expert in the modern data stack, particularly dbt, SQL, and Python, with exceptional SQL skills in an enterprise data warehouse, and are proficient with AI coding assistants such as Cursor, Claude, and GitHub Copilot.
  • You have applied modern data architecture best practices and patterns and can guide a team in their use; you have strong experience with third normal form (3NF), dimensional (star schema) modeling, healthcare data model standards such as FHIR and OMOP, and modeling tools such as Erwin, Vertabelo, or Lucidchart.
  • You understand ETL/ELT and business intelligence (BI) architectures and can explain the long-term implications of choosing among relational, massively parallel processing (MPP), and NoSQL technologies; you have architected solutions across more than one of these technologies.
  • You have practical experience with data observability, such as Elementary and Grafana, and with profiling and correlation analysis to identify data-integrity problems.
  • You have domain experience in healthcare and next-generation sequencing (NGS), including clinical and genomic data.

Responsibilities

  • Lead and mentor a small team of data engineers and data architects through design and code reviews, technical guidance, and fostering high standards in data architecture and data quality.
  • Own and evolve an enterprise data model with engineers, product managers, scientists, and operators, integrating structured data from clinical records, genomics, the NGS laboratory, and radiology across relational and NoSQL data stores.
  • Author and maintain entity-relationship diagrams, data dictionaries, API specifications, and data-translation documentation at conceptual, logical, and physical levels.
  • Apply modern data architecture best practices and patterns, and teach modeling standards including third normal form, dimensional (star schema) design, and healthcare data model standards such as FHIR and OMOP.
  • Evaluate completeness of source-system models and partner data through profiling, and resolve structural inconsistencies before they reach downstream consumers.
  • Design data-ecosystem observability with BigQuery, dbt, Elementary, and Grafana, including monitors, alerts, dashboards, lineage, and traceability to source systems.
  • Partner with product managers and engineering leads to prioritize the backlog, estimate work, and translate complex requirements into actionable technical tasks.
  • Advance AI-assisted development using Cursor, Claude, and GitHub Copilot to accelerate modeling, testing, refactoring, and pipeline development.

Desired Qualifications

  • Deep knowledge of Google Cloud Platform (GCP) and BigQuery architecture.
  • Experience modeling next-generation sequencing (NGS) data output.
  • Experience implementing master data, reference data, or metadata management.

About the Company

Ambry Genetics

Clinical genetic testing services and analysis

Ambry Genetics provides advanced genetic testing services focused on hereditary cancer, heart conditions, neurological disorders, and rare diseases, using DNA and RNA analysis to deliver accurate, clinically actionable reports for healthcare professionals and patients. Tests are performed in clinical labs with sequencing and variant interpretation to inform patient care, including earlier detection, prevention, and targeted treatment options. The company differentiates itself through long-standing partnerships with leading researchers and institutions, a commitment to patient accessibility with insurer coverage and financial assistance, and a track record spanning over two decades. Its goal is to advance precision medicine by delivering reliable genetic insights that improve outcomes for individuals at risk of or affected by inherited conditions.

Company size
501-1,000
Company stage
Acquired
Total funding
Not listed
Headquarters
Aliso Viejo, CA
Founded
1999

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