Cloud & Digital Platform Architect

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Diality

WebsiteLinkedInAll Job Openings

51 - 200 employees

Founded 2015

🏥 Healthcare

☁️ SaaS

💰 $28M Series C - Diality on 2023-08

Healthcare • SaaS

Diality is a medical device company developing and commercializing the Moda-flx Hemodialysis System, a portable hemodialysis platform designed for professional care settings and being evaluated for home use. The system integrates dialysate/water generation options (including a reverse osmosis water filtration system), an easy-to-learn user interface, mobility via a custom cart, and cloud data storage with clinician portals to support personalized dialysis prescriptions and patient safety. Diality has received FDA clearance for professional care settings (August 2024) and is conducting an IDE clinical trial (PRESCRIBE Diality) to evaluate home use. They emphasize simplicity, mobility, data-driven decision support, and training ease for non-nephrology clinicians.

📋 Description

• Design and implement cloud-native data platform (Data Lake / Lakehouse) for clinical, device, and operational data. • Build scalable pipelines for: Device telemetry (MQTT ? ingestion ? storage) Clinical data (FHIR / HL7 / EMR integrations) • Enable analytics and reporting using: Amazon Redshift Athena / Glue / S3-based Data Lake • Ensure HIPAA-compliant data storage, encryption, and governance • Support real-time + batch analytics use cases • Design and enable AI/ML use cases, including: Predictive alerts (device failures, patient risk) Clinical insights (treatment optimization) • Build and operationalize MLOps pipelines. • Leverage AI-assisted tools (e.g. Codex, Claude, GitHub Copilot) to: Accelerate development Improve code quality Automate documentation and testing • Collaborate with data science teams for model deployment • Lead technical design discussions and guide implementation of scalable, maintainable code. • Support architecture development in coordination with SMEs. • Ensure traceability, testing, and documentation meet regulatory requirements (IEC 62304, ISO 14971, FDA Class B/C). • Contribute to AAMI-TIR45 compliant Agile processes including sprint planning, reviews, retrospectives, and documentation. • Apply secure coding practices and support implementation of cybersecurity features for connected systems. • Participate in risk analysis, root cause investigation, and design reviews.

🎯 Requirements

• Solid grounding in software architecture including AWS well architected framework. • Deep expertise in AWS including: IoT Core, Lambda, API Gateway, Cognito RDS / Aurora PostgreSQL S3, Glue, Athena, Redshift (Data Warehouse) EventBridge, SNS, SQS, Kinesis • Experience designing: Data Lakes / Lakehouse architectures • Familiarity with: MLOps and ML platforms (e.g., SageMaker) • Strong knowledge of: Event-driven architecture • Multi-tenant SaaS systems • Observability frameworks • Experience with: Prompt engineering for code generation • AI-assisted debugging and test generation • Ability to define guardrails for regulated environments. • Device identity + certificate lifecycle (PKI, mTLS) • Threat modeling for connected devices • Compliance with: FDA Cybersecurity Guidance ISO 27001 / HITRUST (if applicable)