Quantiphi
Architect-DataModeller
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“Architect - Data Modeller at Quantiphi. Skills: Data modeling, Canonical Data Model, Source-to-Target Mappings, FHIR. Own schema-level design of Common Data Model. Design DIM, FACT, BRIDGE, and REF tables”
What They're Looking For.
Must Have
Bachelor's or Master's degree, 5+ years data modeling experience, SQL proficiency, Experience with healthcare data standards, Experience producing source-to-target mappings, Experience modeling SCD2 patterns, Experience with terminology systems, written communication skills
Nice to Have
PhD preferred, Direct experience with Optum Health Data Engine, Experience with master data management modeling, Experience with Atlan or comparable tooling, Hands-on dbt authorship, Familiarity with FHIR Implementation Guides, Experience with data modeling tools
What You'll Do.
Own schema-level design of Common Data Model
Design hash key composition
Design partitioning strategies
Develop and maintain Source-to-Target Mappings
Specify field-by-field source-path → CDM-column mapping
Specify explicit transformation
Specify NULL handling
Specify validation rules
Develop and maintain STTMs for FHIR serialization
Specify how FHIR element derives from CDM columns
Design data product schemas
Define data product grain
Define data product columns
Define data product refresh semantics
Author and maintain unit specs
Collaborate with data engineers
Translate model specs into dbt implementations
Review dbt model code
Participate in source-system data profiling
Analyze sample data from each source
Define and enforce reference data management practices
Document data dictionaries
Document canonical model glossary
Engage with Atlan or equivalent tooling
Publish model documentation
Work with clinical informaticists
Work with source-system experts
Validate model and STTMs
How You'll Work.
Team & Collaboration
Collaboration with architect; Collaboration with data engineers; Collaboration with clinical informatics; Collaboration with source-system experts
Communication Scope
Written communication
Full Job Description
While technology is the heart of our business, a global and diverse culture is the heart of our success. We love our people and we take pride in catering them to a culture built on transparency, diversity, integrity, learning and growth. If working in an environment that encourages you to innovate and excel, not just in professional but personal life, interests you- you would enjoy your career with Quantiphi! # _**Architect Data Modeler**_ **Exp Range** : 8 - 13 Years **Job Location** : Mumbai , Bangalore, Trivandrum ## **Role Overview** The Data Modeler is responsible for the structural design of the platform's canonical and derived data assets. You will own the Common Data Model (CDM) at the schema level — the dimension, fact, bridge, and reference tables that hold normalized clinical, claims, and demographic data — and the source-to-target mappings (STTMs) that define how source-system data lands in CDM and how CDM data is reshaped into FHIR resources. This role is hands-on. You will produce schema designs in collaboration with the architect, write STTM specifications that engineers implement against, and work with clinical informatics and source-system experts to ensure the model accurately reflects the data's clinical and operational meaning. Your output is the contract between source data and CDM, and between CDM and downstream consumers. ## Key Responsibilities * Own the schema-level design of the Common Data Model — DIM (patient, person, encounter, provider, organization), FACT (observation, diagnosis, procedure, medication administration, claim line, encounter), BRIDGE (relationship-qualifier-aware), and REF (terminology and crosswalk) tables. Design columns, types, NULL semantics, hash key composition, SCD2 patterns, and partitioning strategies in coordination with the architect * Develop and maintain Source-to-Target Mappings (STTMs) for every source-system feed — EPIC HL7v2 ADT/ORU/ORM, Cerner HL7v2, ambulatory EHR feeds, state HIE CCDA, payer claims CSV
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