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Posted 3 weeks agoSenior Platform Engineer (DevOps / MLOps)
at oura
Hybrid
Responsibilities
- Build the CI&D quality gates for backend and AI workflows so engineers get faster, more trustworthy signals before changes reach production.
- Create reusable validation infrastructure for AI-powered backend features, including scenario-based evals, staging validation flows, generated test profiles, and higher-signal E2E checks.
- Improve the feedback loop between development and production by connecting eval results, CI outcomes, runtime telemetry, and member-facing signals into one operational picture.
- A track record of improving delivery confidence for other engineers, not just operating infrastructure manually.
Requirements
- Our award-winning products help our global community gain a deeper knowledge of their readiness, activity, and sleep quality by using their Oura Ring and its connected app.
- This team builds the backend and AI platform foundations behind Oura’s health intelligence experiences.
- This role sits at the intersection of developer workflows, CI/CD, AI evals, and operational feedback loops.
- This is a platform-engineering role focused on release confidence and developer convenience for AI-powered backend systems. What you will do
- Help standardize the shared LLM delivery surface in practice: unified client patterns, trace capture, environment setup, and operational guardrails that feature squads can adopt without bespoke platform work.
- Partner closely with backend engineers, AI engineers, PMs, and adjacent platform teams to turn release-confidence needs into reusable workflows that scale across the platform rather than one-off fixes for a single squad. Requirements
- Strong software engineering depth in a backend language such as Python, plus practical
- experience with cloud infrastructure, production debugging, and maintainable system design. •
- Experience designing validation or quality systems that teams actually trust: CI gates, eval flows, test infrastructure, telemetry pipelines, or release automation.
- Comfort supporting modern AI or LLM-backed systems in production through some combination of evals, tracing, rollout safety, review signals, or operational feedback loops.
- Experience with offline and online eval systems, LLM tracing, or scenario-driven testing. •
- Experience improving CI/CD, developer workflows, or review pipelines used across many repositories or services.
- Familiarity with observability and telemetry tooling such as OpenTelemetry, Grafana, or similar ecosystems.
- Background in health-tech, wearables, or other quality-sensitive domains where operational rigor matters. What success looks like
- In this role, success means the team has a clear, repeatable release-confidence system for AI-powered backend changes.
- A strong outcome in the first 6–12 months would be a reusable validation stack for AI features: scenario-driven evals, higher-signal E2E checks, better staging confidence, and traceability from production issues back to the model, prompt, tool, or configuration change that caused them.
- If this sounds like the next step for you, please send us your application and CV as soon as possible.
Benefits
- This should make it easier for product teams to ship AI-powered capabilities with confidence, while giving the platform team a much tighter feedback loop on quality, reliability, latency, and cost. What we offer Competitive salary Lunch benefit Wellness benefit
- An Oura ring of your own Wellness Time Off
- Individuals seeking employment at Oura are considered without regard to age, ancestry, color, gender (including pregnancy, childbirth, or related medical conditions), gender identity or expression, genetic information, marital status, medical condition, mental or physical disability, national origin, 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
Additional details
- Our mission at Oura is to empower every person to own their inner potential.
- We've helped millions of people understand and improve their health by providing daily insights and practical steps to inspire healthy lifestyles.
- Empowering the world starts with living our values and empowering our team.
- As a quickly growing company focused on helping people live healthier and happier lives, we ensure that our team members have what they need to do their best work — both in and out of the office.
- Oura’s engineering organization consists of talented developers distributed across the EU and US. For day-to-day feature work, our engineers are organized into smaller cross-functional teams.
- Our teams have a great deal of autonomy and are responsible for the design, development and architecture of their features.
- Teams take full ownership of their code and handle everything from concepting, design and implementation to release, maintenance and bug fixes. About the role
- The opportunity in this role is to strengthen the production harness around our platform while also making day-to-day development more convenient for the engineers building on it.
- That includes dependable quality gates, reusable validation flows, strong observability, and developer-facing workflows that reduce friction instead of adding more process.
- You will build the systems that help feature teams understand whether a change is ready to ship and improve it before issues become member-facing problems.