Senior Backend Engineer, Consumer Growth
- Level
- Senior
- Work type
- Remote · Europe
Not stated in the posting: salary, visa.
Open. First seen 22 October 2026.
About the role
Sword's standard text
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.
Since 2020, Sword has expanded across physical therapy, women’s health, cardiometabolic, and mental health, and is now moving beyond the session to a fully AI-native, 24/7 care program that brings physical activity, therapeutic exercise, psychotherapy, nutrition, and behavior change into one connected experience. More than 700,000 members across three continents have completed over 10 million AI sessions, helping 1,000+ enterprise clients avoid more than $1 billion in unnecessary healthcare costs. Backed by 42 clinical studies, 44+ patents, and more than $500 million raised from leading investors including Khosla Ventures, General Catalyst, and Founders Fund, Sword is defining a new standard for healthcare.
Sword's standard text
AI Proficiency at Sword
AI fluency is a core expectation at Sword. Every candidate is assessed against our three-level framework — be ready to share real examples of how AI is already part of how you work.
Explorer (Level 1) — Uses AI daily to boost personal productivity
Builder (Level 2) — Creates workflows and tools that elevate the whole team
Integrator (Level 3) — Embeds AI into products and processes at scale
Sword's standard text
Every hire must demonstrate at least Level 1. The expected level will vary depending on the seniority of the role.
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.
What you’ll be doing:
- 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.
What you need to have:
- 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.
Sword's standard text
*The range below reflects base, variable, and equity for this role.
This is a starting point, not a ceiling — once someone joins and proves they're outlier talent, we adjust quickly to make sure their compensation matches their impact.
Job titles may span more than one career level, so actual pay depends on skills, qualifications, experience, location, and market demand, among other factors. The range reflects base salary plus any variable, bonus, or sales incentives, and our estimate of the value of private company stock options where applicable. It's subject to change, and future stock value isn't guaranteed. Sword also offers additional benefits beyond total compensation.
Total Compensation Range
€50.400—€79.200 EUR
Sword's standard text
Country-specific benefits may vary and will be detailed separately.
Sword Health complies with applicable Federal and State civil rights laws and does not discriminate on the basis of Age, Ancestry, Color, Citizenship, Gender, Gender expression, Gender identity, Gender information, Marital status, Medical condition, National origin, Physical or mental disability, Pregnancy, Race, Religion, Caste, Sexual orientation, and Veteran status.
What this role asks for
79% of this description is written for the role. The rest is Sword's standard text, folded away below.
Compared with Sword's other open jobs.
The team: Research & Dev
This role is one of 5 open in Research & Dev. 3 were posted in the last 30 days.
WHAT THE TEAM WORKS WITH, ACROSS ITS POSTINGS
GCP (2 of 5), iOS (2 of 5), LLM (2 of 5), Python (2 of 5), SQL (2 of 5), Test Automation (2 of 5)
OTHER ROLES ON THIS TEAM
- Senior QA Analyst, AI Solutions posted Sep 29
- Senior AI Software Engineer posted Sep 29
- Senior AI Engineer posted Sep 24
- Senior iOS Engineer, Consumer Growth posted Sep 10
From the team and dates on Sword's own job board.
See Backend Engineer salaries in Remote →
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