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Jobs/ML Engineer Role/Sword Health - Lead ML Engineer
Sword Health

Sword Health - Lead ML Engineer

Porto / Europe - Hybrid+ Equity2mo ago
In OfficeStaffEMEAArtificial IntelligenceML EngineerTech LeadMachine Learning EngineerSQLPythonLearning & DevelopmentData AnalysisPhoenix

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Requirements

• Proven ability to ship production ML systems - You’ve built and deployed models that real users depend on, and can show the impact. • Experience leading technical teams - You’ve led engineers before (whether as a tech lead, team lead, or manager), with an emphasis on pragmatic execution and delivery. • Hands-on experience with end-to-end ML pipelines - From data preparation through model deployment, monitoring, and iteration in production. • Strong engineering fundamentals - You write production-quality code in Python, work effectively with data (SQL), and can debug complex ML systems. • GenAI experience - You’ve worked with LLMs in production environments (RAG, tool use, orchestration, complex workflows, or fine-tuning). • Bias toward action - You ship iteratively, make decisions with incomplete information, and prioritize effectively to deliver value quickly. • Clear communication - You can explain technical tradeoffs to clinicians, product managers, and engineers. • What we would love to see: • Experience with healthcare AI or clinical applications - you understand the unique challenges of building ML for high-stakes domains. • Track record of designing and running experiments to measure real-world impact (A/B tests, online evaluation, etc.). • To ensure you feel good solving a big Human problem, we offer: • A stimulating, fast-paced environment with lots of room for creativity; • A bright future at a promising high-tech startup company; • Career development and growth, with a competitive salary;

Responsibilities

• Ship production ML systems that power clinical care - Write code daily, design architectures, and make technical decisions across our AI treatment management platform and Phoenix. • Lead a lean team of 2-4 ML engineers - Set technical direction, unblock your team, review code, and ensure you’re building the right things the right way. • Drive 0-1 ML initiatives - Identify high-leverage opportunities across the AI stack (prompt engineering, RAG, fine-tuning, agentic workflows), prototype fast, and push to production. • Raise the technical bar - Establish best practices for AI development, mentor engineers, and scale our ML engineering culture. • Partner with Product and Clinical teams - Shape what gets built and ensure our AI solutions actually improve patient outcomes.

Benefits

• Health, dental and vision insurance • Meal allowance • Equity shares • Remote work allowance • Flexible working hours • Work from home • Discretionary vacation • Snacks and beverages • English class • Note: Please note that this position does not offer relocation assistance. Candidates must possess a valid EU visa and be based in Portugal. • 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.

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