Fullscript - Senior Data Engineer
Requirements
• 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 • 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
Responsibilities
• 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 • 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
Benefits
• 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. • Fullscript shares salary ranges to support transparency and help candidates make informed decisions. The range shown reflects base salary only and does not include stock options, wellness stipends, or other benefits that are part of Fullscript’s total rewards package. • Final compensation depends on experience, skills, and location. We review pay regularly to stay aligned with market data and internal equity. Benefits and total rewards may vary by region. • Great work happens when people feel supported, trusted, and inspired. At Fullscript, we stay curious and keep finding smarter ways to make care better. We grow together, take on new challenges, and focus on impact. We put people first, work as a team, and leave egos at the door. • We’re grateful for the interest in joining Fullscript. To make sure your application reaches our hiring team, please apply directly through our careers page. • A quick note: Due to the high volume of applications, we’re not able to respond to phone or email inquiries about application status. If there’s a match, our team will reach out directly.
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