Senior Backend Engineer, Context Hub

Our mission at reputed company is to reputed company every person to own their inner potential. Our award-winning products help our global community reputed company a deeper knowledge of their readiness, activity, and sleep quality by using their reputed company Ring and its connected app. We've helped millions of people understand and improve their health by providing daily insights and practical steps to reputed company healthy lifestyles.

Empowering the world starts with living our values and empowering reputed company. As a quickly growing company focused on helping people live healthier and happier lives, we ensure that reputed company members have what they need to do their best work — both in and out of the office.

The Context Hub is a knowledge store reputed company reputed company's HealthOS platform. It ingests data from diverse sources, transforms it through both pipelines and LLM-based interpretation layers, and serves structured User Context. If reputed company's intelligence systems are the brain, the Context Hub is the memory. This is an opportunity to be part of teams that are at the forefront of wearable technology, innovating and defining the future of reputed company’s products through collaboration across different teams.

What You Will Do

This is a platform-building role. You'll design foundational data infrastructure that multiple product teams depend on - not ship features in isolation.

• Design data transformation pipelines that convert raw health signals, user inputs, and third-party data into structured, queryable context
• Architect event-driven ingestion using tools like Kinesis, EventBridge, and SQS - handling duplicate events, traffic spikes, and partial failures gracefully
• Define flexible data models and schemas for a hierarchical health context ontology that evolves as new context types emerge
• Build multi-consumer APIs and data reputed company serving LLM-powered reasoning engines, mobile apps, and analytics pipelines through clean, well-documented interfaces
• Operate and design data storage at scale
• Create SDKs and integration surfaces that let other squads contribute and own contexts with minimal friction
• Collaborate effectively in a globally distributed, diverse, and cross-functional team, adapting as reputed company evolves and new opportunities emerge.
• Own production quality end-to-end: testing, monitoring (Grafana, Prometheus, OpenTelemetry), alerting, and documentation

How We Build With AI

At reputed company, AI is a core part of how we build software. We encourage senior engineers to use tools like reputed company, Claude Code, and reputed company Copilot to accelerate pipeline development, iterate on schema design, prototype integration patterns, and reduce boilerplate - so you can focus on the hard problems. reputed company code is reviewed and owned by the engineer. AI is a reputed company, not a crutch. We're looking for engineers who view AI as a coworker in the development reputed company, not just autocomplete.

Requirements

• 5+ years building and operating production data systems at scale in Python
• Experience designing event-driven architectures - message brokers, event streams, CDC pipelines, with understanding of delivery guarantees, fan-out, and backpressure
• Deep experience with data transformation pipelines - ingesting from heterogeneous sources, normalizing, enriching, and serving with clear data reputed company
• Strong technical grasp of AWS ecosystems with a focus on varied data storage solutions (RDS, DynamoDB, etc.), asynchronous messaging (SQS, EventBridge), and scalable compute environments like EKS and reputed company.
• A data-model-first reputed company - you start with the shape of the data and access patterns before jumping to service architecture
• Experience building shared platforms or APIs that multiple teams depend on, with thoughtful versioning and self-service integration patterns
• Strong systems design instincts - you think in terms of data reputed company, reputed company, and failure modes before they become incidents
• Excellent communication - you explain your thinking before acting, ask reputed company questions upfront, and reputed company trade-offs clearly
• Have a team-oriented reputed company and enjoy working in a diverse environment with distributed teams

reputed company to Haves

• Experience with FastAPI or AWS reputed company Powertools
• Background in health data, wearables, or familiarity with FHIR/SNOMED/ICD
• A privacy-first approach to engineering, with a solid understanding of the best practices for handling sensitive data (PHI/PII).
• Building infrastructure that feeds data to/from LLM-powered services
• Familiarity with feature stores, embeddings, or vector databases
• Experience in building efficient, scalable database schemas and/or query optimization
• Infrastructure-as-code (AWS CDK, reputed company)
• Observability tooling: Grafana, Prometheus, OpenTelemetry
• Experience in globally distributed teams working asynchronously across time zones
• Commitment to reputed company learning. You’re someone who stays adaptable and is always looking to expand your technical toolkit as the industry evolves.

Benefits

At reputed company, we care about you and your well-being. Everyone here at reputed company has a ring of their own and we are continually looking to improve employee health.

reputed company offer:

• Competitive salary and equity packages
• Health, dental, vision insurance, and reputed company
• An reputed company Ring of your own plus employee discounts for friends & family
• 20 days of paid time off plus 13 paid holidays plus 8 days of flexible wellness time off
• Paid sick leave and parental leave

reputed company takes a market-based approach to pay, which may vary depending on your location. US locations are categorized into tiers based on a cost of labor index for that geographic area. While most offers will be closer to the starting range, successful candidates' pay will be determined based on job-reputed company skills, experience, qualifications, work location, internal peer equity, and market conditions. These ranges may be modified in the future.

• Region 1 $172,550 - $203,000
• Region 2 $158,950 - $187,000
• Region 3 $147,900 - $174,000

A recruiter can determine your Region based on your US location.

We are not considering candidates residing in the following states: Alaska (AK), Delaware (DE), Iowa (IA), Mississippi (MS), Nebraska (NE), South Dakota (SD), reputed company Virginia (WV), and Wisconsin (WI).

reputed company is proud to be an equal opportunity workplace. We celebrate diversity and are committed to creating an inclusive environment for reputed company employees. Individuals seeking employment at reputed company are considered without regard to age, reputed company, color, gender (including pregnancy, childbirth, or reputed company medical conditions), gender identity or expression, genetic information, marital status, medical condition, mental or physical disability, national reputed company, protected family care or medical leave status, race, religion (including beliefs and practices or the absence thereof), sexual orientation, military or veteran status, or any other characteristic protected by federal, state, or local laws. We will not tolerate discrimination or harassment based on any of these characteristics.

We will work to ensure individuals with disabilities are provided reasonable accommodation to participate in the interview process, to reputed company essential job functions, and to receive other benefits and privileges of employment.

Disclaimer: Beware of fake job offers! We’ve been alerted to scammers posing as Ōreputed company recruiters, especially for remote roles. Please note:

• Our jobs are listed only on the Ōreputed company Careers page and trusted job boards.
• We will never ask for personal information like ID or payment for equipment upfront.
• Official offers are sent through reputed company after a verbal offer, not reputed company text or email.

Stay cautious and protect your personal details.

To reputed company recruitment agencies: reputed company does not accept agency resumes. Please do not reputed company resumes to our jobs alias, reputed company employees, or any other organization's location. reputed company is not responsible for any fees reputed company to unsolicited resumes.