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Senior Backend Engineer, Consumer Growth

Sword Health·€50,400 – €79,200

Primary stack

TypeScriptAPIAnalyticsAI

Nice to have's

Go

Job description

About the Position

At Sword, we’re building AI to heal billions and unlock humanity’s full potential. In doing so, we’re pioneering AI Care, a fundamentally new approach to healthcare built for medical reasoning, safety, and real-time treatment, not generic technology applied after the fact. As both a clinical-centric frontier AI lab and an applied AI platform, Sword is reimagining how care is delivered at scale, removing traditional barriers like appointments, waiting rooms, and stigma so more people can access the care they need-and ultimately get back to lives lived in full.

As a Senior Backend Engineer in Consumer Growth at Sword, you’ll build the services that help people discover our products, become paying members, experience value, and stay engaged over time. Working closely with Product, Design, Data, Marketing, and mobile engineers, you’ll turn growth opportunities into reliable, measurable product experiences. Your work will span acquisition integrations, onboarding, subscriptions, and retention, combining rapid experimentation with the engineering foundations needed to scale successful ideas.

Responsibilities

  • Design, build, and operate backend services and APIs supporting the consumer journey across web, Android, and iOS;
  • Build subscription and payment capabilities, including checkout integrations, purchase-to-account linking, entitlements, renewals, and subscription lifecycle events;
  • Enable targeted experiences and controlled experiments through feature flags, cohort targeting, and reliable experiment assignment;
  • Implement trustworthy event instrumentation and integrations that help teams understand acquisition sources, funnel performance, and customer behavior;
  • Partner with Product and Data to clarify hypotheses, define measurement requirements, and assess results after launch;
  • Improve performance and reliability across critical journeys, with particular attention to payment correctness, data consistency, and failure recovery;
  • Own changes through design, implementation, testing, deployment, monitoring, and iteration;
  • Use AI tools to accelerate development and troubleshooting while taking responsibility for correctness, security, and maintainability.

Requirements

  • Experience building and operating backend services in production, with strong experience in TypeScript;
  • Strong foundations in API design, relational databases, data modeling, and automated testing;
  • Understanding of asynchronous processing and distributed systems, including retries, idempotency, and consistency;
  • Ability to translate product goals into pragmatic technical solutions and make clear trade-offs between speed and long-term maintainability;
  • Familiarity with product analytics and experimentation, including how instrumentation affects the reliability of results;
  • Experience diagnosing production issues using logs, metrics, and tracing;
  • Clear communication, a collaborative approach, and the ability to take ownership in an evolving environment;
  • Practical experience using AI in your engineering workflow and critically reviewing its output;
  • Fluent English, written and spoken.

Nice to Have

  • Experience with consumer subscriptions, payment providers, or entitlement systems;
  • Experience with experimentation platforms, attribution, or lifecycle messaging;
  • Familiarity with Go, cloud infrastructure, and event-driven architectures.

We Offer

  • Competitive salary range of €50.400 - €79.200 EUR;
  • Remote work options;
  • Opportunity to work with cutting-edge AI in healthcare;
  • Comprehensive benefits package.

About the Company

At Sword, we use AI to surface the right information at the right moment. However, AI never replaces human judgment. We are committed to creating an inclusive environment and are proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

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Sword Health

Software House & Internet; Healthcare; HealthTech / AI

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