all.health Logo

all.health

Backend Engineer

Reposted 5 Days Ago
Remote or Hybrid
Hiring Remotely in United States
5-5 Annually
Senior level
Remote or Hybrid
Hiring Remotely in United States
5-5 Annually
Senior level
The Backend Engineer will develop scalable systems for health data management, ensuring compliance with regulations and enhancing data security. Responsibilities include building APIs, managing data integrity, and collaborating across teams.
The summary above was generated by AI
All.Health is hiring a Backend Engineer to architect and build scalable systems for ingesting, processing, and managing diverse health data sources—from continuous wearable signals to episodic clinical records. You will work on the backbone of a platform that combines real-time data, AI insights, and personalized care pathways to transform healthcare delivery.

You should be comfortable working with regulated health data (PHI/PII), building privacy-aware and HIPAA-compliant systems, and have strong experience working with event-driven architectures, secure APIs, and health data standards (e.g., FHIR, HL7, BLE protocols). Full-stack experience, especially building internal tools or patient/provider-facing dashboards, is a strong plus.

Core Responsibilities

  • Design and implement scalable backend services that ingest, transform, and persist diverse health data (wearable sensor streams, EHRs, user inputs).Build APIs and data pipelines for real-time and batch processing, ensuring data integrity, security, and compliance
  • Integrate with external systems and protocols including FHIR APIs, BLE-based devices, Apple HealthKit, and Google Fit.
  • Ensure backend services are designed for high availability, reliability, and low latency, especially for real-time clinical decision support
  • Collaborate with security and compliance teams to ensure HIPAA-compliant handling of PHI/PII data.
  • Work cross-functionally with product, clinical, and AI teams to align backend capabilities with user-facing experiences and clinical workflows
  • Contribute to CI/CD pipelines, observability tooling, and data quality monitoring
  • Support and mentor teammates across engineering functions, especially around secure coding and data access best practices

Requirements

  • Bachelor’s or Master’s degree in Computer Science or related
  • 5+ years of experience delivering products end-to-end, from ideation through planning and scoping to implementation
  • Full-stack experience, including building dashboards, admin tools, or data visualizations with React/Next.js, Tailwind, etc
  • Proven software architecture experience, patterns of large, high-scale applications
  • Experience integrating 3rd-party health platforms and APIs, including EHRs, remote monitoring tools, or insurance data exchanges
  • Background in working with data warehousing, analytics platforms, or data lakes for longitudinal health data
  • Exposure to clinical workflows, remote patient monitoring, or population health management systems
  • Familiarity with data governance, data provenance, and auditing frameworks for regulated environments
  • Passion for writing clean, maintainable, and testable code
  • Excellent programming and computer science fundamentals, and a deep love for technology
  • Ability to adapt and learn new skills coupled with a resourceful, can-do attitudeOutstanding attention to detailProficient experience with Git, Github, Jira or similar project enablement tools

Technical Requirements

  • Strong Python backend engineer (FastAPI, Flask, Django) with understanding of distributed systems, microservices, and asynchronous workflows (Celery)
  • Solid database experience with PostgreSQL or MySQL; comfortable with Kafka or similar event-streaming systems and enforcing data contracts and idempotency
  • Competent in test architecture using PyTest (fixtures, contract tests), Hypothesis (property-based testing), and Locust (performance/load testing)
  • Skilled in observability and reliability engineering - instrumenting metrics, traces, and logs to measure and improve real-world system behavior
  • Hands-on with Kubernetes, containerized CI/CD pipelines, and cloud environments (Azure, AWS, GCP)Familiar with OAuth2, TLS certificate management, and secure service communication
  • Understands security and compliance principles (HITRUST, HIPAA, FDA 510(k)), encryption, and evidence generation for audits
  • Experience with HL7 or FHIR interfaces - message parsing, composition, and secure data exchange in healthcare environments
  • Systems-oriented mindset: treats testing, automation, and monitoring as first-class engineering concerns; pragmatic, collaborative, and effective across the full stackExperience with Java or other JVM-based languages preferred
  • Experience with Rust

What We're Looking For

  • Builder mindset with a passion for delivering robust, scalable, and secure systems in healthcare
  • Comfortable working in a fast-paced, mission-driven environment where data accuracy and integrity are paramount
  • Willingness to get hands dirty across the stack when needed and collaborate across disciplines
  • Curious, thoughtful, and focused on long-term maintainability and resilience
  • Deeply motivated by improving health outcomes through technology

Top Skills

AWS
Azure
Django
Fastapi
Flask
GCP
Git
Git
Hypothesis
JIRA
Kafka
Kubernetes
Locust
MySQL
Postgres
Pytest
Python

Similar Jobs

18 Days Ago
Easy Apply
Remote
United States
Easy Apply
98K-210K Annually
Mid level
98K-210K Annually
Mid level
Cloud • Security • Software • Cybersecurity • Automation
As an Intermediate Backend Engineer, you'll design and develop security management capabilities, build scalable services and APIs, and collaborate with teams to enhance GitLab's security platform.
Top Skills: ElasticsearchGraphQLNoSQLPostgresRestRuby On Rails
6 Days Ago
Remote
USA
150K-220K Annually
Mid level
150K-220K Annually
Mid level
Artificial Intelligence • Machine Learning • Natural Language Processing • Software • Conversational AI
Design and implement secure, robust, and scalable backend services for speech processing. Debug complex system issues and partner with Product teams to drive feature development.
Top Skills: CC++Modern Machine LearningPythonRustTorchUnix
Yesterday
Easy Apply
Remote
USA
Easy Apply
218K-257K Annually
Senior level
218K-257K Annually
Senior level
Artificial Intelligence • Blockchain • Fintech • Financial Services • Cryptocurrency • NFT • Web3
As a Staff Software Engineer at Coinbase, you'll build systems for crypto trading, mentor other engineers, and ensure product excellence by architecting robust, highly available services.
Top Skills: GoMongoDBRedisSnowflake

What you need to know about the Chicago Tech Scene

With vibrant neighborhoods, great food and more affordable housing than either coast, Chicago might be the most liveable major tech hub. It is the birthplace of modern commodities and futures trading, a national hub for logistics and commerce, and home to the American Medical Association and the American Bar Association. This diverse blend of industry influences has helped Chicago emerge as a major player in verticals like fintech, biotechnology, legal tech, e-commerce and logistics technology. It’s also a major hiring center for tech companies on both coasts.

Key Facts About Chicago Tech

  • Number of Tech Workers: 245,800; 5.2% of overall workforce (2024 CompTIA survey)
  • Major Tech Employers: McDonald’s, John Deere, Boeing, Morningstar
  • Key Industries: Artificial intelligence, biotechnology, fintech, software, logistics technology
  • Funding Landscape: $2.5 billion in venture capital funding in 2024 (Pitchbook)
  • Notable Investors: Pritzker Group Venture Capital, Arch Venture Partners, MATH Venture Partners, Jump Capital, Hyde Park Venture Partners
  • Research Centers and Universities: Northwestern University, University of Chicago, University of Illinois Urbana-Champaign, Illinois Institute of Technology, Argonne National Laboratory, Fermi National Accelerator Laboratory

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account