Senior Data Engineer
Job Summary
About Fullscript
The Opportunity
What youll do
- Ingest and normalize heterogeneous healthcare data sources including clinical records lab results intake forms and semi-structured artifacts
- Build robust reproducible ELT pipelines in a cloud data stack to generate clean longitudinal patient-level datasets
- Apply OCR and NLP techniques to extract structured signals from unstructured clinical documents
- Implement data quality frameworks testing version control and CI/CD for all ingestion and transformation workflows
- Collaborate with data science and product partners to ensure data models support causal inference and predictive analysis needs
- Optimize pipeline performance and scalability in cloud data warehouses such as Snowflake or comparable technologies
- Produce clear documentation and operational runbooks that enable internal consumers to trust and act on healthcare datasets
What you bring to the table
- 5 years in Data Engineering preferably in healthcare health tech or regulated domains
- Deep SQL skills and Python experience applied to data extraction transformation and validation
- Experience with dbt or similar transformation tooling and workflow orchestration (Airflow Argo etc.)
- Proven ability to handle semi-structured and unstructured data common in clinical workflows
- Hands-on experience with cloud data platforms (Snowflake BigQuery Redshift) and scalable pipeline architectures
- Strong data modeling skills especially for longitudinal patient event and lab data structures
- Clear communicator comfortable explaining technical decisions to both technical and non-technical stakeholders
Bonus if you have
- Familiarity with healthcare standards like FHIR HL7 or clinical interoperability frameworks
- Practical experience with OCR/NLP libraries for document parsing in a data pipeline
- Exposure to predictive analytics or ML model feature engineering in clinical contexts
- Exposure to building data assets that support causal inference or observational research
- Previous mentorship or leadership experience within data engineering teams
What we can offer you
- Salary range:$11000 to $140000 CAD
- Flexible PTO and competitive pay because work-life balance matters
- RRSP/401k match and stock options to invest in your future
- Premium benefits package with customizable coverage paramedical services and an HSA.
- Fullscript discounts to save on high-quality wellness products
- Continuous learning opportunities to grow your skills and career
- Remote-first flexibility to work where you work best with Ottawa Toronto or Calgary preferred for this role.
Why Fullscript
A quick note: Due to the high volume of applications were not able to respond to phone or email inquiries about application status. If theres a match our team will reach out directly.
Required Experience:
Senior IC
About Company
Join thousands on Fullscript in making health last with a platform for personalized treatment planning, active wellness support, and top-quality supplements.