Lead ML Engineer

4 semanas atrás

Porto, Porto, Portugal TN Portugal Tempo inteiro
Social network you want to login/join with:

Lead ML Engineer (Portugal Based Remote/Hybrid), Porto

Client:

SWORD Health, Inc

Location:

Porto, Portugal

Job Category:

Other

EU work permit required:

Yes

Job Reference:

7a785025ae80

Job Views:

15

Posted:

23.01.2025

Expiry Date:

09.03.2025

Job Description:

Who we are: 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 Canada, Europe, and Australia to make high quality musculoskeletal care accessible to everyone. This is an opportunity to join Sword during a time of hyper growth and expansion. After our recent $2bn valuation, we're excited to continue accelerating our impact by scaling with high caliber people with passion, commitment, and energy to create and deliver technologies, services, and products that drive human progress forward. We welcome you to join our mission, to make a difference on a grand scale and play a pivotal role with a global team at Sword– working alongside great people pioneering novel products and cutting-edge technologies. The main goal of the AI Team is to leverage AI and ML to provide high-quality clinical care at unprecedented levels of personalization and scale. In this regard, in close collaboration with the clinical team, we develop ML-powered features that identify the best course of action for each patient at any given moment or circumstance whilst employing a holistic perspective but also contemplating any relevant nuance. We also work on ensuring the overall experience is as close as possible to a 1:1 session with a Physical Therapist and thus play a crucial role in enabling the AI Care provided by Sword. Some examples of the work we did so far include a decision support system for managing clinical prescriptions, a classification system that identifies people in need of assistance, and a system that enhances the Physical Therapist context when communicating with the patient. To achieve this, we work with tabular and text data using a combination of classical methods and more recent models (such as LLMs). As for the near future, our focus will be on taking the degree of personalization and human touch of our AI care to a whole new level by leveraging the most recent developments in the Generative AI field.

What you'll be doing:

1. Lead a team of 1-3 ML Engineers by assigning tasks, overseeing the team's work, and ensuring the attainment of the set goals;
2. Own the performance review and provision of feedback on your team's elements;
3. Contribute to designing, building, evaluating, shipping, and improving Sword's products by hands-on AI/ML development;
4. Foster an inclusive and diverse work environment that empowers individuals;
5. Work alongside the Product, Data & Engineering Teams to define and implement AI/ML-powered features for internal and external users;
6. Share your knowledge and experience of how to build ML systems;
7. Help grow the AI/ML function by defining and promoting best practices.

What you need to have:

1. 5+ years of professional experience in Machine Learning;
2. Previous experience in building and leading a team, nurturing team morale, and supporting the career growth of team members;
3. Experience leading and owning complex and ambiguous projects from ideation to completion/maintenance;
4. Hands-on experience implementing and maintaining production machine learning systems;
5. Solid experience in SQL and Python as well as experience developing production software;
6. Experience providing technical oversight and mentoring colleagues;
7. Ability to learn quickly and dive deep into new problems and fields;
8. Ability to communicate concepts clearly and interface with both technical and non-technical stakeholders;
9. Ability to prioritize and solve issues according to the team's direction and goals.

Bonus points if you have:

1. Experience working in a fast-paced environment and wearing different hats;
2. Experience building data processing pipelines;
3. Experience using cloud platforms like GCP or AWS.

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

1. A stimulating, fast-paced environment with lots of room for creativity;
2. A bright future at a promising high-tech startup company;
3. Career development and growth, with a competitive salary;
4. 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;
5. A stimulating environment with room for creativity;
6. A flexible environment where you can control your hours (remotely) with unlimited vacation;
7. Access to our health and well-being program (digital therapist sessions);
8. Remote or Hybrid work policy.

The hiring process:

1. 30-minute call with the recruiter;
2. 30-minute call with an initial screener;
3. 1 take-home assignment (to be delivered within 1 week);
4. 1h general skills and working principles interview;
5. 1h leadership and people management interview;
6. 1h mindset and cultural fit interview.

#J-18808-Ljbffr

  • Lead ML Engineer

    Há 2 dias

    Porto, Porto, Portugal TN Portugal Tempo inteiro

    Social network you want to login/join with:Lead ML Engineer (Portugal Based Remote/Hybrid), PortoClient:SWORD Health, IncLocation:Porto, PortugalJob Category:OtherEU work permit required:YesJob Reference:7a785025ae80Job Views:2Posted:24.03.2025Expiry Date:08.05.2025Job Description:Who we are: Each year, 2 billion people across the world are limited by...

  • Lead Ml Engineer

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    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...

  • Lead Ml Engineer

    Há 2 dias

    Porto, Porto, Portugal Sword Tempo inteiro

    .Who we are: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...

  • Lead Machine Learning Software Engineer

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    Welcome to Sword Health, where we're harnessing the power of AI to revolutionize the delivery of clinical care. As a Lead Ml Engineer, you'll play a critical role in developing innovative AI solutions that empower healthcare professionals to provide world-class care to patients worldwide.We're looking for an exceptional leader with a proven track record of...

  • Ai/Ml Engineer

    2 semanas atrás

    Porto, Porto, Portugal Pertemps Erp Tempo inteiro

    Work Regime: Remote (EU, Brazil).TasksDesign, develop, and deploy machine learning models for real-world applications.Contract Type: Freelance or Permanent – 12-month contract – Rate up to 300 EUR per day.Build and maintain scalable pipelines for AI and ML workloads using Docker and FastAPI.Train and fine-tune models using frameworks like TensorFlow,...

  • ML Engineer

    Há 7 dias

    Porto, Porto, Portugal TN Portugal Tempo inteiro

    Social network you want to login/join with:ML Engineer (Portugal Based Remote/Hybrid), PortoClient:SWORD Health, IncLocation:Porto, PortugalJob Category:OtherEU work permit required:YesJob Reference:91ab7ffadcacJob Views:3Posted:16.03.2025Expiry Date:30.04.2025Job Description:Who we are: Each year, 2 billion people across the world are limited by physical...

  • Senior Ml Engineer

    3 semanas atrás

    Porto, Porto, Portugal Tn Portugal Tempo inteiro

    Social network you want to login/join with:Senior ML Engineer (Portugal Based Remote/Hybrid)Client:SWORD Health, IncLocation:PortugalJob Category:OtherEU work permit required:YesJob Reference:d1e08daec8d9Job Views:40Posted:03.03.2025Job Description:Who we are: Each year, 2 billion people across the world are limited by physical pain. By helping people live...

  • AI Engineer Team Lead

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    Sword Health, a leading AI-powered healthcare provider, is on a mission to revolutionize pain management for millions worldwide. With a strong track record of innovation and growth, we're seeking an experienced Lead Ml Engineer to join our team and help drive the development of cutting-edge AI solutions.We're a dynamic and ambitious company with a vision to...

  • Ml Engineer

    1 semana atrás

    Porto, Porto, Portugal Sword Health Tempo inteiro

    Who we are: 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...

  • Staff ML Engineer

    1 semana atrás

    Porto, Porto, Portugal TN Portugal Tempo inteiro

    Social network you want to login/join with:Staff ML Engineer (Portugal Based Remote/Hybrid), PortoClient:SWORD Health, IncLocation:Porto, PortugalJob Category:OtherEU work permit required:YesJob Reference:7120cec25157Job Views:14Posted:16.03.2025Expiry Date:30.04.2025Job Description:Who we are: Each year, 2 billion people across the world are limited by...

  • ML Engineer

    2 semanas atrás

    Porto, Porto, Portugal Sword Health Tempo inteiro

    Who we are: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...

  • Ml Engineer

    2 semanas atrás

    Porto, Porto, Portugal Buscojobs Portugal Tempo inteiro

    Sword Health is on a mission to free two billion people from pain as the world's first and only end-to-end platform to predict, prevent and treat pain. With 67% of members achieving a pain-free life and a 70% reduction in surgery intent, at Sword, we are using technology to save millions for our 25,000 enterprise clients across three continents.Today, we...

  • Ml Engineer

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    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...

  • Junior ML Engineer

    1 semana atrás

    Porto, Porto, Portugal TN Portugal Tempo inteiro

    Social network you want to login/join with:Junior ML Engineer (Portugal Based Remote/Hybrid), PortoClient:SWORD Health, IncLocation:Porto, PortugalJob Category:OtherEU work permit required:YesJob Reference:eced575c9882Job Views:3Posted:15.03.2025Expiry Date:29.04.2025Job Description:Who we are: Each year, 2 billion people across the world are limited by...

  • ML Expert in Clinical Care

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    Join Our Team: Data-Driven Decision MakingAs an AI/ML Engineer at Sword Health, you'll be part of a dynamic team that's pushing the boundaries of clinical care. Your primary focus will be on developing and maintaining data processing pipelines, ensuring seamless integration with our ML models.We're not just looking for technical expertise; we want team...

  • Staff Ml Engineer

    2 semanas atrás

    Porto, Porto, Portugal Buscojobs Portugal Tempo inteiro

    Sword Health is on a mission to free two billion people from pain as the world's first and only end-to-end platform to predict, prevent and treat pain.Delivering a 62% reduction in pain and a 60% reduction in surgery intent, at Sword, we are using technology to save millions for our 2,500+ enterprise clients across three continents. Today, we hold the...

  • Senior Ml Engineer

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    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...

  • Staff Ml Engineer

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    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...

  • Staff ML Engineer

    Há 2 dias

    Porto, Porto, Portugal Sword Health Tempo inteiro

    Sword Health is on a mission to free two billion people from pain as the world's first and only end-to-end platform to predict, prevent and treat pain.With 67% of members achieving a pain-free life and a 70% reduction in surgery intent, at Sword, we are using technology to save millions for our 25,000 enterprise clients across three continents. Today, we...

  • Junior Ml Engineer

    Há 4 dias

    Porto, Porto, Portugal Swordhealth Tempo inteiro

    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...