Life Sciences Data Architect

12 years

0 Lacs

Posted:1 day ago| Platform: Linkedin logo

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Life Sciences Data Architect


Key Responsibilities

  • Architect and implement

    life sciences data platforms

    (data mesh, data lakes, warehousing, streaming/incremental loads).
  • Define

    data modeling strategies

    (star/snowflake/dimensional, data vault, hybrid) for healthcare/payer analytics and AI/ML use cases.
  • Lead

    migration from legacy EDWs

    (Teradata, Oracle, SQL Server) to modern platforms like

    Snowflake, Databricks

    , ensuring performance tuning and validation.
  • Implement

    ETL/ELT patterns

    using tools like Fivetran, Matillion, AWS Glue, ADF, Databricks, DBT; establish CI/CD pipelines for SQL/DBT code.
  • Enforce

    data governance, lineage, access control, and PHI security

    (HIPAA, GDPR, regional compliance).
  • Optimize platform performance (warehouse sizing, clustering keys, caching, materialized views).
  • Define

    observability and alerting frameworks

    for pipeline health, data quality, and SLA monitoring.
  • Mentor and lead data engineering teams, set standards, and deliver stakeholder demos.


Mandatory Skills

  • 12–18 years in

    data engineering/architecture

    , with at least 3+ years architecting modern data platforms (Snowflake, Databricks) in production.
  • Proven experience across

    life sciences value chain

    : R&D, manufacturing, supply chain, commercial, patient safety, sustainability.
  • Strong

    ETL, SQL, performance tuning, and data modeling

    skills; experience with DBT, Snowpipe, streams & tasks preferred.
  • Hands-on with

    cloud platforms

    (AWS/Azure/GCP) and integration tools (Fivetran, Matillion, Informatica, ADF, Glue, Kafka).
  • Familiarity with orchestration (Airflow, ADF), monitoring, data catalog tools (Collibra, Alation), and data quality frameworks.
  • Expertise in

    security, RBAC, encryption, and compliance

    for healthcare data.
  • Excellent stakeholder management and ability to present technical proposals to CxO and clinical leaders.


Desirable Skills

  • Bachelor’s in Computer Science, Information Systems, Bioinformatics; Master’s preferred.
  • Certifications in life sciences data standards or bioinformatics.
  • Experience with BI tools (Power BI, Tableau, Looker).
  • Familiarity with

    ML operationalization

    and MLOps best practices for healthcare analytics.

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