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Sword HealthSH

Junior ML Engineer - New Initiative (Portugal Based Remote/Hybrid)

Each year, 2 billion people across the world are limited by physical pain.

Sword Health

Employee count: 501-1000

Salary: 23k-36k EUR

Portugal only
Sword Health is on a mission to free two billion people from pain.
With 67% of members achieving a pain-free life and a 70% reduction in surgery intent, at Sword, we are using AI Care to change lives, and save millions for our 25,000+ enterprise clients across three continents. Today, we hold the majority of industry patents, win 70% of competitive evaluations, and have raised more than $400 million from top venture firms like Founders Fund, Sapphire Ventures, General Catalyst, and Khosla Ventures.
Recognized as a Forbes Best Startup Employer in 2025, this award highlights our focus on being a destination for the best and brightest talent. Not only have we experienced unprecedented growth since our market debut in 2020, but we’ve also created a remarkable mission and value-driven environment that is loved by our growing team. With a recent valuation of $4 billion, we are in a phase of hyper growth and expansion, and we’re looking for individuals with passion, commitment, and energy to help us scale our global impact.
Joining Sword means committing to a set of core values, chief amongst them to “do it for the patients” every day, and to always “deliver more than expected” on behalf of our members and clients.
This is an opportunity for you to make a significant difference on a massive scale as you work alongside 1000+ (and growing!) talented colleagues, spanning three continents. Your charge? To help us build a pain-free world, powered by AI, enhanced by people — accessible to all.

What you'll be doing:

  • Contribute to designing, building, evaluating, shipping, and improving Sword’s products through hands-on AI/ML development;
  • Develop and maintain data processing pipelines for getting the data required to build and evaluate models;
  • Share your knowledge and experience of how to build ML systems.

What you need to have:

  • Less than 2 years of professional experience;
  • Experience in SQL and Python;
  • Knowledge of Python data stack (numpy, pandas, matplotlib, scikit-learn, etc);
  • Ability to learn quickly and dive deep into new problems and fields;
  • Ability to communicate concepts clearly and interface with both technical and non-technical stakeholders;
  • Critical thinking & self-direction: aware of the team’s direction and goals, you prioritize and solve issues accordingly;
  • Fluent in English, written and spoken.

What we would love to see:

  • Experience working in a fast-paced environment and wearing different hats;
  • Experience building data processing pipelines.

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.
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.

About the job

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Job type

Full Time

Experience level

Entry-level

Salary

Salary: 23k-36k EUR

Location requirements

Hiring timezones

Portugal +/- 0 hours

About Sword Health

Learn more about Sword Health and their company culture.

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Each year, 2 billion people across the world are limited by physical pain. By helping people live without pain, they are free to do the things they love most with the people they love—and never miss a moment. This is what we do. We create and design new technologies to solve one of the biggest problems in healthcare: taking care of our Physical Health. Sword Health is the world’s fastest growing digital musculoskeletal (MSK) care provider on a bold mission to free two billion people from acute, chronic, and post-surgical physical pain . Our customers include some of the most progressive Fortune 100 and 500 companies, as well as over 160+ other established businesses across the world.

The Sword program allows members to complete a personalized physical therapy program from the comfort of home, with continued support and supervision from one of our talented SWORD specialists. Sword’s personalized care is more effective than traditional standards of care, and has proven to deliver best-in-class clinical results. Since breaking into the market less than two years ago, Sword has worked with insurers, health systems, and employers in the U.S., Canada, Europe, and Australia to make high quality musculoskeletal care accessible to everyone.

Employee benefits

Learn about the employee benefits and perks provided at Sword Health.

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Retirement benefits

401(k) to help you invest in your future.

Equity benefits

Equity shares, so you are rewarded for your best work.

Healthcare benefits

Comprehensive health, dental and vision insurance for employees.

Paid parental leave

Paid family leave for all parents to support you and your family.

View Sword Health's employee benefits
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Sword Health

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Sword Health hiring Junior ML Engineer - New Initiative (Portugal Based Remote/Hybrid) • Remote (Work from Home) | Himalayas