Full Stack Engineer

Job description

Responsibilities - Build features across the stack: React/Redux on the frontend, Python/FastAPI services on the backend - Design and integrate REST APIs, including rate limiting, retries, and idempotency for external integrations - Model and query data across MongoDB, PostgreSQL, and Elasticsearch as needed - Work with Kafka based event streams for cross-service communication - Write unit and integration tests on both ends of the stack (Jest/React Testing Library on frontend, pytest on backend) - Debug and triage production issues across the stack, using observability tools (OpenTelemetry, NewRelic) to find root cause - Collaborate with product and design on features, and with QA on test coverage - Contribute to CI/CD pipelines (GitLab CI) and Docker based deployments - Apply secure coding practices, given the platform handles healthcare data Required skills - Proficiency in JavaScript (ES6+) and Python - Working knowledge of React (hooks, state management with Redux) and a Python web framework (FastAPI or Django) - Comfortable working with both relational (PostgreSQL) and NoSQL (MongoDB) databases - Experience writing automated tests on both frontend and backend - Proficient with Git and collaborative workflows - Strong CS fundamentals: data structures, algorithms, and system design basics Good to have - TypeScript experience - Experience with Kafka or other event streaming/message queue systems - Experience with LLM/AI tooling: LangChain, RAG pipelines, or agent frameworks - Familiarity with Docker and containerized deployments - Familiarity with observability tooling (OpenTelemetry, NewRelic, Grafana) - Exposure to multi-cloud storage SDKs (AWS, Azure, GCP) - Healthcare interoperability background (FHIR, HL7, EHR integrations such as Epic or Cerner) - not required, general distributed systems thinking matters most