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Swordhealth

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Senior Backend Engineer

Swordhealth

Porto Backend 2h ago

Senior Data Engineer

Swordhealth

Porto Data / ML / AI 2h ago

Governance, Risk & Compliance Analyst

Swordhealth

Porto Data / Analytics 2h ago

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Senior Backend Engineer

Swordhealth · Porto

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Backend Porto Spain Brazil Portugal Posted May 18, 2026

Sword Health is shifting healthcare from human-first to AI-first through its AI Care platform, making world-class healthcare available anytime, anywhere, while significantly reducing costs for payers, self-insured employers, national health systems, and other healthcare organizations. Sword began by reinventing pain care with AI at its core, and has since expanded into women’s health, movement health, and more recently mental health. Since 2020, more than 700,000 members across three continents have completed 10 million AI sessions, helping Sword's 1,000+ enterprise clients avoid over $1 billion in unnecessary healthcare costs. Backed by 42 clinical studies and over 44 patents, Sword Health has raised more than $500 million from leading investors, including Khosla Ventures, General Catalyst, Transformation Capital, and Founders Fund. Learn more at www.swordhealth.com.

What you'll be doing:

Stay up to speed with all web technologies, software architecture principles and design patterns;

Understanding the current lifestyle and development of new lifecycles with emphasis on software quality processes;

Actively participate in the training and building skills of other web developers;

Continuous monitoring of performance on production environments;

Create and run load tests, and analyze applications’ performance;

Develop our professional web-based app with an emphasis on rich interaction and responsive design;

Develop analytics dashboards and web data visualization tools;

Work closely with our clinical team to determine the ideal workflow of the system from the user’s perspective.

What you need to have:

Extensive experience (5+ years of experience) with web development (experience with Golang or/and NodeJS are mandatory);

Knowledge of SQL language and managing SQL databases (experience in NoSQL databases a plus);

Ability to write high-performance, reusable code;

Knowledge of Software Engineering patterns with special focus on Web Services development;

Knowledge of caching software like Memcached or Redis are a plus;

Knowledge of continuous integration / deployment process and tools;

Excellent communication skills, problem solving and proactive attitude;

Good level of written and technical English.

You should know how to design and implement AI-powered workflows or automations that meaningfully improve efficiency and outcomes.

AI coding agents experience is required.

Spec driven development is valued.

Proficiente coding agent usage is valued.

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;

The opportunity to work with a talented team and to add real value to an innovative solution with the potential to change the future of healthcare;

A flexible environment where you can control your hours (remotely) with unlimited vacation;

Access to our health and well-being program (digital therapist sessions);

Remote or Hybrid work policy (Portugal only);

To get to know more about our Tech Stack, check here.

US - Sword Benefits & Perks:

• Comprehensive health, dental and vision insurance*

• Equity shares*

• Discretionary PTO plan*

• Parental leave*

• 401(k)

• Flexible working hours

• Remote-first company

• Paid company holidays

• Free digital therapist for you and your family

*Eligibility: Full-time employees regularly working 25+ hours per week

Portugal - Sword Benefits & Perks:

• 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

*US Applicants Only: Applicants must have a legal right to work in the United States, and immigration or work visa sponsorship will not be provided.

*Please note that this position does not offer relocation assistance. If in Portugal, 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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Senior Data Engineer

Swordhealth · Porto

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Data / ML / AI Porto Portugal Posted May 18, 2026

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.

At Sword, data is core to our mission to build a pain-free world. The Data Core team owns the batch and analytics layer that powers company-wide reporting, clinical insight, commercial analytics, and decisions across the business - the pipelines, models, and warehouse that every stakeholder at Sword depends on.

This role is for an engineer who loves the craft of turning raw data into trusted, modeled, analysis-ready datasets. You’ll design and operate the batch pipelines that land clean data in the warehouse, own the transformation layer, and be the partner that analysts, product managers, and clinical researchers rely on when they need to make a decision.

AI Proficiency at Sword Health

AI fluency is a core expectation at Sword Health. 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

Every hire must demonstrate at least Level 1. The expected level will vary depending on the seniority of the role.

What you’ll be doing:

Design and operate the batch pipelines that power Sword’s warehouse and reporting — analytics, product, commercial, and clinical teams depend on what you ship.

Model data for analytics at scale: dimensional modeling, semantic layers, metric definitions that hold up across many stakeholders.

Own the transformation layer and make it something downstream users enjoy building on.

Build the curated, trusted datasets the rest of the business consumes — from source systems all the way through to the warehouse serving layer.

Support analysts, PMs, and clinical researchers in adopting warehouse data by raising the level of abstraction, not by writing their queries.

Contribute to lineage, governance, and documentation so what you model is discoverable and trusted.

Build and maintain AI-ready data infrastructure that feeds ML and AI products.

Leverage AI coding assistants and LLMs to accelerate development, automate documentation, and raise pipeline quality.

What you need to have:

Strong experience building batch pipelines and analytics datasets at scale.

Proficiency with Python and SQL - SQL especially; this role leans analytics.

Deep data modeling skills: dimensional, Data Vault, or similar; semantic layer design; metric definitions.

dbt in production as a first-class skill - you know how to structure a large dbt project, design for testability, and keep it maintainable as it grows.

Hands-on experience with at least one modern warehouse or lakehouse engine - Snowflake, BigQuery, Databricks, or Trino/Starburst.

Production experience with a workflow orchestrator (Airflow, Dagster, or similar).

Clear communicator: you can talk to PMs, analysts, and clinicians without drowning them in jargon.

Pragmatic: you ship the 80% solution and iterate.

Ownership: you don’t hand off broken pipelines.

Bonus:

Familiarity with lakehouse table formats (Iceberg, Delta, Hudi).

Understanding of Kafka and event-driven sources, enough to consume them into batch layers sensibly.

Streaming exposure - Flink or Spark Structured Streaming - for when batch isn’t enough.

Experience with reverse-ETL, metrics stores, or semantic layer tooling (Cube, LookML, MetricFlow).

Experience in healthcare, HIPAA, or FedRAMP environments.

PySpark or Spark SQL at scale.

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.

The opportunity to work with a talented team and to add real value to an innovative solution with the potential to change the future of healthcare.

A flexible environment where you can control your hours (remotely) with unlimited vacation.

Access to our health and well-being program (digital therapist sessions).

Remote or Hybrid work policy.

To get to know more about our Tech Stack, check here.

*This range includes base, variable and equity

These compensation bands are just the starting point. Once someone joins and proves they’re outlier talent, we adjust quickly to ensure their compensation aligns with their impact.

Our job titles may span more than one career level. Actual pay is determined by skills, qualifications, experience, location, market demand, and other factors. Compensation details listed in this posting reflect the base salary and any potential variable, bonus or sales incentives, and the Company’s estimation of the value of private company stock options, if applicable. The pay range is subject to change, future value of company stock options is not guaranteed, and compensation may be modified in the future. In addition to our total compensation, Sword offers a number of benefits as listed below.

Portugal - Sword Benefits & Perks:

• Health, dental and vision insurance

• Meal allowance

• Equity shares

• Remote work allowance

• Flexible working hours

• Work from home

• Discretionary vacation

• Snacks and beverages

Note: Please note that this position does not offer relocation assistance. Candidates must possess a valid EU visa and be based in Portugal.

Ready to apply?

Apply to Swordhealth

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Governance, Risk & Compliance Analyst

Swordhealth · Porto

Apply now

Data / Analytics Porto Portugal Posted May 18, 2026

As a GRC Analyst, you will be a key driver of trust and regulatory excellence at Sword Health. You will act as the primary interface for our partners and clients, translating our security posture into clear, authoritative responses that enable business growth. Beyond external trust, you will take ownership of certification lifecycles and bridge the gap between technical security controls and medical device quality standards.

We are looking for an agile problem-solver who can pivot quickly to support new products and initiatives in a way that aligns with our fast-paced innovation.

What you’ll be doing:

Acting as the primary subject matter expert for all security and compliance inquiries, including security questionnaires, RFPs, and M&A due diligence; building and maintaining a robust knowledge base to ensure accurate and efficient responses to partners and clients.

Taking end-to-end ownership of certification lifecycles, such as ISO 27001 and Cyber Essentials; ensuring year-round audit readiness, managing the certification process from start to finish, and independently leading external audits.

Working closely with the GRC team to improve existing programs, ensuring that our mapping of controls to processes and documentation remains robust and scalable as we grow.

Partnering with the Quality Assurance & Regulatory Affairs (QARA) team to bridge the gap between security-focused frameworks and Medical Device Compliance initiatives, ensuring a unified approach to the AI Act and other healthcare-specific regulations.

Collaborating with product teams on existing and upcoming initiatives to ensure security-by-design; quickly learning new product architectures and partnering with stakeholders to ensure all necessary compliance and security controls are integrated smoothly into the development lifecycle.

Collaborating with Security, Product, Engineering, and IT teams to ensure that security controls are naturally integrated into their existing workflows without creating operational friction.

Providing subject matter expertise and support for security and compliance training, as well as other general GRC initiatives as they arise.

What you need to have:

5+ years of hands-on experience in GRC, with a proven track record of leading audits and maintaining certifications for internationally recognized security standards.

Hands-on experience with at least three of the following frameworks: ISO 27001, SOC 2, HITRUST, NIS2, Cyber Resilience Act, FedRAMP, CMMC, NIST SP 800-171, NIST SP 800-53, GDPR, HIPAA or PCI DSS.

Exceptional command of the English language, both written and spoken. You must be able to communicate complex security concepts clearly and authoritatively to both technical teams and external stakeholders.

A strong understanding of how security controls apply to Infrastructure and Product environments to effectively map requirements to technical work instructions.

A "wildcard" mindset—the ability to be dropped into a new project or product initiative, learn the context quickly, and define the necessary compliance path forward.

Familiarity with the intersection of cybersecurity (ISO, NIS2) and privacy/regulatory frameworks (GDPR, AI Act, or Medical Device regulations).

Familiarity with Medical Device certifications and regulations, such as ISO 13485 and FDA’s Good Manufacturing Practices (GMP).

Proven experience using LLMs to accelerate personal workflows, including drafting, summarizing, and analyzing GRC-related tasks to achieve significant individual productivity gains.

Demonstrated ability to design and implement AI-driven automations or integrated workflows that replace manual processes and enhance productivity at a team level is a strong plus.

Experience working across diverse teams such as Legal, Quality, and IT to align on shared compliance goals.

Leverage AI to streamline the creation and maintenance of compliance artifacts (e.g., policies, control descriptions, risk assessments), ensuring accuracy, consistency, and proper review processes.

Design and implement AI-assisted workflows for risk tracking and governance, improving visibility, follow-ups, and accountability across risk owners.

Support the automation of evidence collection and control monitoring processes, using AI to reduce manual effort while maintaining auditability.

Ensure that the use of AI in GRC processes preserves traceability, version control, and regulatory compliance requirements.

Define and enforce guardrails for the responsible use of AI in compliance and risk management activities.

Continuously evaluate the reliability and integrity of AI-generated outputs used in governance and reporting processes.

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.

The opportunity to work with a talented team and to add real value to an innovative solution with the potential to change the future of healthcare.

A flexible environment where you can control your hours (remotely) with unlimited vacation.

Access to our health and well-being program (digital therapist sessions).

Remote or Hybrid work policy.

To get to know more about our Tech Stack, check here.

Portugal - Sword Benefits & Perks:

• 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.

Ready to apply?

Apply to Swordhealth

Swordhealth

View all jobs →

Swordhealth

Senior Backend Engineer

What you'll be doing:

What you need to have:

To ensure you feel good solving a big Human problem, we offer:

Senior Data Engineer

What you’ll be doing:

What you need to have:

To ensure you feel good solving a big Human problem, we offer:

Governance, Risk & Compliance Analyst

What you’ll be doing:

What you need to have:

To ensure you feel good solving a big Human problem, we offer:

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