Sword Health
Healthcare Insurance • Artificial Intelligence • Wellness
Sword Health is a digital health company that combines artificial intelligence with clinical expertise to provide world-class care for muscle, joint, and pelvic health conditions. By offering digital physical therapy and AI-driven care, Sword helps individuals recover from physical ailments from the comfort of their own home, avoiding surgeries and reducing the need for medications. The company provides employers, health plans, and individuals with personalized treatment plans that are cost-effective and have proven outcomes in pain reduction and improved productivity. Sword Health is dedicated to expanding access to high-quality care and ensuring health equity across global communities.
Analytics Engineer
Job not on LinkedIn
September 4
Sword Health
Healthcare Insurance • Artificial Intelligence • Wellness
Sword Health is a digital health company that combines artificial intelligence with clinical expertise to provide world-class care for muscle, joint, and pelvic health conditions. By offering digital physical therapy and AI-driven care, Sword helps individuals recover from physical ailments from the comfort of their own home, avoiding surgeries and reducing the need for medications. The company provides employers, health plans, and individuals with personalized treatment plans that are cost-effective and have proven outcomes in pain reduction and improved productivity. Sword Health is dedicated to expanding access to high-quality care and ensuring health equity across global communities.
📋 Description
• Model core business domains into clear, documented star schemas (facts/dimensions) with stable names, units, and time grains. • Design an LLM-friendly semantic layer (synonyms, metric definitions, query guardrails, row/column-level policies). • Publish AI-safe consumption views/endpoints that enable constrained text-to-SQL with citations and data timestamps. • Data quality & observability: add tests/monitors, anomaly alerts, and cost/freshness dashboards. • Use Python to automate data quality checks, trigger alerts, or integrate new data sources into the modeling pipeline. • Contribute to workflow automation by connecting your data products with internal agents and actions, using modern scripting or low-code tools. • Partner & prioritize with stakeholders to unlock high-value internal questions and safe action workflows. • Document & enablement: concise glossaries and examples for analysts and AI consumers.
🎯 Requirements
• 3+ years of experience in analytics/data engineering, preferably in high-growth environments. • Strong command of SQL and experience building clean, tested, and well-documented data models (star/snowflake schemas). • Solid understanding of data modeling best practices, semantic layers, and version control. • Proficiency in Python for data tasks, especially scripting, testing, and API integrations. • Familiarity with concepts of AI-safe data modeling (e.g., naming consistency, freshness metadata, guardrails). • Curiosity and comfort working across data, product, and engineering teams. • Excellent written communication, you’ll write for humans and machines. • Candidates must possess a valid EU visa and be based in Portugal.
🏖️ 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 • Unlimited vacation • Access to our health and well-being program (digital therapist sessions) • Remote or Hybrid work policy
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