Principal Data Architect
At PointClickCare our mission is simple: to help providers deliver exceptional care. And that starts with our people.
What this role actually needs.
At PointClickCare our mission is simple: to help providers deliver exceptional care. And that starts with our people. Responsibilities: - Establish Product & Engineering-wide standards for schemas, naming conventions, event patterns, canonical models, and data representation. - Define how data persists across multiple layers (OLTP, OLAP, lakehouse, vector stores, feature stores) based on scale, performance, access patterns, governance, and compliance requirements. - Set best practices for partitioning, sharding, indexing, storage tiering, lifecycle management, and performance optimization. - Drive reduction of storage and compute costs through architectural optimization, compression, deduplication, and workload rationalization. - Lead technology evaluations and define decision frameworks (e.g., Databricks vs Snowflake, Hudi vs Delta vs Iceberg, lakehouse vs warehouse, batch vs streaming). - Define when to use batch, micro-batch, streaming, and event-driven architectures across domains. Requirements: - Set best practices for partitioning, sharding, indexing, storage tiering, lifecycle management, and performance optimization. - Drive reduction of storage and compute costs through architectural optimization, compression, deduplication, and workload rationalization. - Lead technology evaluations and define decision frameworks (e.g., Databricks vs Snowflake, Hudi vs Delta vs Iceberg, lakehouse vs warehouse, batch vs streaming). - Define when to use batch, micro-batch, streaming, and event-driven architectures across domains. - Architect data foundations that power AI/ML and GenAI use cases, including semantic layers, feature stores, and vector-based retrieval (RAG). - Establish governance guardrails for PHI/PII, interoperability standards (FHIR, USCDI), and data contracts. Benefits: - Benefits starting from Day 1! - Retirement Plan Matching - Flexible Paid Time Off - Wellness Support Programs and Resources - Parental & Caregiver Leaves - Fertility & Adoption Support Company context: PointClickCare is a healthcare software platform with strong engineering, product, and data hiring across Canada and the United States.
Day-to-day expectations
PointClickCare lists these responsibilities for the Principal Data Architect role.
- Establish Product & Engineering-wide standards for schemas, naming conventions, event patterns, canonical models, and data representation.
- Define how data persists across multiple layers (OLTP, OLAP, lakehouse, vector stores, feature stores) based on scale, performance, access patterns, governance, and compliance requirements.
- Set best practices for partitioning, sharding, indexing, storage tiering, lifecycle management, and performance optimization.
- Drive reduction of storage and compute costs through architectural optimization, compression, deduplication, and workload rationalization.
- Lead technology evaluations and define decision frameworks (e.g., Databricks vs Snowflake, Hudi vs Delta vs Iceberg, lakehouse vs warehouse, batch vs streaming).
- Define when to use batch, micro-batch, streaming, and event-driven architectures across domains.
What a strong candidate brings
These requirements are extracted from the source listing and normalized for UpJobz readers.
- Set best practices for partitioning, sharding, indexing, storage tiering, lifecycle management, and performance optimization.
- Drive reduction of storage and compute costs through architectural optimization, compression, deduplication, and workload rationalization.
- Lead technology evaluations and define decision frameworks (e.g., Databricks vs Snowflake, Hudi vs Delta vs Iceberg, lakehouse vs warehouse, batch vs streaming).
- Define when to use batch, micro-batch, streaming, and event-driven architectures across domains.
- Architect data foundations that power AI/ML and GenAI use cases, including semantic layers, feature stores, and vector-based retrieval (RAG).
- Establish governance guardrails for PHI/PII, interoperability standards (FHIR, USCDI), and data contracts.
Why people would want this job
PointClickCare published these compensation, benefits, or working-context details with the role.
- Benefits starting from Day 1!
- Retirement Plan Matching
- Flexible Paid Time Off
- Wellness Support Programs and Resources
- Parental & Caregiver Leaves
- Fertility & Adoption Support
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Source: jobs.lever.co · Source ID: d52bed37-9abe-4a33-8801-b0215e4a606b · Confidence: 89/100 · Last checked: May 7, 2026
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