About Sword Intelligence: At Sword Health, we spent years perfecting AI systems across our own patient population of millions, learning what works in real healthcare environments. Now, through Sword Intelligence, we're taking those battle-tested technologies and productizing them for health systems, governments, and insurance companies worldwide. See our website for more information.
About the role: Hospitals are hemorrhaging staff, insurance claims are drowning in bureaucracy, and governments can't keep up with demand. While everyone else talks about "digital transformation," we're actually doing it – deploying human + AI solutions that work in the real world, not just in demos.
As our QA Analyst, you'll be the guardian of quality for AI Agents that are already changing healthcare. You'll own the complete quality lifecycle, from pre-launch validation to continuous post-deployment improvement. This means you don't just catch problems; you solve them, monitor for new ones, and proactively strengthen our AI Agents.
Think of it as being a quality engineer for the future. You'll identify issues, implement solutions, measure the impact, and continuously evolve our AI to perform better. When you spot a problem with how our AI handles a medical scenario, you'll trace it to the root cause, modify the underlying prompt/logic, validate the fix works across different contexts, and establish monitoring to prevent similar issues.
This is quality assurance that actually improves the product, not just documents what's wrong with it.
What you’ll be doing:
Ensure AI agents perform consistently before and after going live;
Monitor performance across different healthcare environments and languages;
Liaise with the clinical team to create protocols and understand what clinically relevant parameters should be monitored;
Establish quality standards that work for AI systems, not traditional software;
When the AI Agent does not follow the defined protocol, trace why it happened;
Fix the underlying prompt logic and reasoning chains;
Create new testing methods to prevent similar issues;
Figure out how to test systems designed to be intelligent and adaptive;
Build frameworks for testing across infinite healthcare scenarios;
Define what "good enough" means for AI in healthcare;
Manage compliance with MDR (Medical Device Regulation) and AI Act requirements for AI systems together with the compliance team;
Document quality processes and verification and validation procedures for regulatory submissions;
Help ensure the algorithms perform with the expected accuracy and do not lead to bias;
Work with compliance teams to achieve and maintain certification of the relevant algorithms;
Help establish industry standards for AI quality assurance;
Become one of the few experts in AI healthcare testing methodologies.
What you need to have:
Fluently speak Greek;
Comfortable speaking and understanding English (doesn't need to be perfect);
2-6 years of experience in QA, testing, or analytical roles;
Strong analytical and problem-solving skills;
Comfortable learning new technologies and methodologies;
Curious about the evolving AI landscape.
What we would love to see:
Familiarity with secure handling of health data (GDPR, HIPAA);
Experience with medical device regulations (MDR, 21 CFR 820, ISO 13485, IEC62304);
Experience with AI tools or prompt engineering;
Background in healthcare, enterprise software, or regulated industries;
Familiarity with quality metrics and monitoring systems;
Basic programming or scripting experience.
Skills Required
- Fluently speak Greek
- 2-6 years of experience in QA, testing, or analytical roles
- Strong analytical and problem-solving skills
- Basic programming or scripting experience
SWORD Health Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about SWORD Health and has not been reviewed or approved by SWORD Health.
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Healthcare Strength — Health coverage includes comprehensive medical, dental, and vision, with HSA eligibility and optional accident, hospital, and critical-illness coverage. Life and AD&D insurance are also part of the package.
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Leave & Time Off Breadth — Time off is structured as discretionary (unlimited) PTO alongside paid company holidays. Remote-first work and flexible hours further support taking time when needed.
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Wellbeing & Lifestyle Benefits — Free access to the company’s digital therapist is provided for employees and their families. This wellness-oriented perk complements core healthcare coverage.
SWORD Health Insights
What We Do
SWORD Health is the world’s fastest growing virtual musculoskeletal (MSK) care provider, on a mission to free two billion people from chronic and post-surgical pain. The company’s clinical-grade virtual therapy platform pairs expert physical therapists with FDA-listed wearable technology to deliver a personalized treatment plan that is more effective, easier and less expensive than traditional physical therapy. SWORD Health believes in the power of people to recover at home, without resorting to imaging, surgeries or opioids. Since launching in 2015, SWORD Health has worked with insurers, health systems and employers in the U.S, Europe and Australia to make quality physical therapy more accessible to everyone.







