At Home Care Hospice · 16 hours ago
Senior Product Data Analyst, AI Health Cloud
LOUISVILLE, KY, US
Full-time
Onsite
Senior Level, Lead/Staff
10+ years expAt Home Care Hospice, part of BrightSpring Health Services, is seeking a Senior Product Data Analyst for their AI Health Cloud platform. The role involves defining product metrics, leading interoperability efforts, and ensuring compliance with healthcare data standards while collaborating across various teams to enhance analytics and product strategy.
Health CareWellness
Responsibilities
Define the product’s North Star Metric and supporting metric framework
Translate product strategy into measurement plans and telemetry requirements
Conduct opportunity sizing, scenario modeling, and impact analyses that guide roadmap decisions
Serve as the Interoperability SME for the AI Health Cloud platform
Provide expert guidance on FHIR resources and profiles, SMART on FHIR, HL7 v2 interfaces, C‑CDA/CCD, X12 transactions, and related healthcare integration workflows
Validate data quality, mapping accuracy, and schema alignment across multi-source healthcare data feeds (claims, EMR/EHR, registries, clinical quality feeds)
Partner with engineering and architecture to ensure interoperability pipelines support analytics, AI, and regulatory needs
Ensure integrations meet healthcare data and privacy regulations (HIPAA, CMS, NCQA)
Collaborate with engineering and data science to design event schemas, data contracts, and telemetry instrumentation
Contribute analytic requirements to pipelines, data models, and semantic layers supporting the AI Health Cloud
Partner with ML Engineering to define and monitor model performance (drift, accuracy, calibration, fairness, hallucination rate, latency, cost-to-serve)
Translate stakeholder input into analytic specifications, measurement plans, and experiment designs
Lead A/B tests and causal analyses to evaluate feature and model impact
Support Agile delivery by ensuring telemetry readiness, data quality, and measurement alignment for every release
Ensure analytics and data flows comply with regulatory and responsible AI standards
Build monitoring systems to detect drift, data quality issues, mapping errors, and anomalous model behavior
Maintain audit-ready documentation for data lineage, quality, and AI governance
Build dashboards and analyses to measure product health (usage, latency, reliability, safety, data quality)
Conduct deep-dive analyses and root-cause investigations across product, model, and data domains
Deliver clear, executive-ready insights and recommendations backed by analytic rigor
Act as senior analytics and interoperability liaison for internal and external partners
Facilitate feedback loops to improve data quality, model performance, and workflow efficiency
Present findings, KPIs, and experiment outcomes to cross-functional leadership groups
Qualification
Required
10+ years in analytics, data science, interoperability, product analytics, or related healthcare data roles
Extensive experience with FHIR (R4 preferred), HL7 v2, C-CDA/CCD, X12, and clinical/claims data integration
Expert-level proficiency with SQL and Python/R
Strong background in data modeling, event instrumentation, and semantic layer design
Deep understanding of key healthcare data sources (claims, EMR/EHR, quality programs, registries)
Experience in regulated healthcare environments with HIPAA, CMS, or NCQA
Exceptional communication and stakeholder leadership ability
Preferred
Experience with cloud ecosystems (Azure, GCP, AWS) and interoperability frameworks (FHIR servers, integration engines, API gateways)
Familiarity with MLOps and AI model monitoring tools
Proficiency with BI tools (Power BI, Tableau, Databricks AIBI)
Experience supporting audit and compliance review processes
Company
At Home Care Hospice
AT Home Care is owned and operated by caring individuals with over 40 years of Health Care and Clinical expertise, and is the largest independent home health care agency in Virginia.
51-200 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase