Senior/Staff Software Engineer

Lighten

Senior/Staff Software Engineer building and scaling AI-native platforms for healthcare data. Designing full stack features and collaborating with teams to advance medical breakthroughs through data.

Posted 7/10/2026full-timeSan Mateo • California • 🇺🇸 United StatesSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in full stack development, including backend systems design, infrastructure management, and AI workflow implementation, while ensuring compliance with healthcare data regulations. Strong ability to mentor engineers and collaborate with cross-functional teams to deliver robust technical solutions.

Highest-signal resume keywords

Full Stack DevelopmentAWS Infrastructure ManagementAI Workflow ImplementationHealthcare Data ComplianceMentorship and Technical Direction

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Backend Systems DesignFrontend DevelopmentData Pipeline DevelopmentAPI DevelopmentClean ArchitectureTesting and CI/CDObservability PracticesData Privacy ManagementProduction Systems ShippingTechnical Solution Design

Soft Skills

Strong CommunicationJudgment on Trade-offsCollaboration with Non-engineering Stakeholders

Industry Keywords

Healthcare DataPHI HandlingEngineering PracticesData Science CollaborationCost Efficiency

Tech Stack

Tools & technologies

AWS

About the role

Key responsibilities & impact

Design, build, and ship full stack features across our platform — from data pipelines and APIs to the frontend experiences
Own and evolve our AWS infrastructure: provisioning, scaling, security, cost efficiency, and reliability for systems handling healthcare data
Architect and implement agentic AI workflows that improve how users interact with real-world data
Partner closely with product, data science, and commercial teams to translate healthcare domain requirements into robust technical solutions
Establish and improve engineering practices — code review, testing, CI/CD, observability — as the team scales
Make thoughtful architectural decisions with an eye toward data privacy, PHI handling, and compliance requirements inherent to healthcare data
Mentor other engineers and help set technical direction as a senior technical voice on the team

Requirements

What you’ll need

A strong track record shipping production systems end-to-end
Deep experience in at least one of backend/systems design, infrastructure, AI, or frontend, and the ability to go across all of them
Excellent judgment on trade-offs
Strong communication and the ability to work with non-engineering stakeholders
A commitment to clean architecture, readable code, and thorough testing

Benefits

Comp & perks

Competitive salary and employee equity options
3% company-sponsored 401k contributions
Comprehensive medical, dental and vision insurance for employees and their families