Layer Health · 5 months ago
Lead Software Engineer - Data Infrastructure
Layer Health is a company founded by leading machine learning researchers from MIT and Harvard Medical School, focused on building an AI layer to synthesize information from medical records. The Lead Software Engineer - Data Infrastructure will lead the design and implementation of key parts of the platform, including backend development and database re-architecture, to support scalable and reliable healthcare solutions.
Artificial Intelligence (AI)Health CareInformation ServicesMedicalSoftware
Responsibilities
Develop the backend for new product features, including implementing new data models and new APIs
Re-architect our databases and data infrastructure for scalability, security and reliability
Implement integrations with customer databases (e.g., EHR backends) and partner cloud data warehouses (e.g., Snowflake)
Design, build, and maintain scalable and performant APIs and microservices on our core backend infrastructure
Develop reliable, scalable services and client libraries on large amounts of data in the cloud
Innovate and implement robust data models and infrastructure that cater to various technical and business constraints for regulated areas
Collaborate on a cross-functional team to design and ship new product features/experiences
Cultivate a robust engineering and product culture that drives the company forward
Qualification
Required
5-7+ years of experience in backend and cloud platform software development, with the ability and flexibility to traverse the stack when necessary
Experience in ingesting and processing massive amounts of cloud-native data, with a focus on building scalable data pipelines and infrastructure
Experience developing and maintaining performant, scalable, and data-centric enterprise software products
Fluency in one or more programming languages, e.g. Python, Java, C, C++, Rust, or Go
Fluency with modern, cloud-native tech stacks and frameworks
Experience with infrastructure as code and cloud deployment frameworks like Kubernetes, Helm, and Terraform
A strong communicator who thrives in a customer-focused, fast-paced environment
An excited and adaptable team player who wants to disrupt the healthcare industry with AI/ML, alongside an awesome team
Benefits
Stock options
Company
Layer Health
Layer Health is a health technology company that utilizes AI and large language models to streamline medical chart reviews.
H1B Sponsorship
Layer Health has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (3)
Funding
Current Stage
Early StageTotal Funding
$33.55MKey Investors
Define Ventures
2025-03-27Series A· $29.55M
2023-11-14Seed· $4M
Recent News
2025-09-12
2025-06-23
Company data provided by crunchbase