Algorithms Engineer - Computer Vision

Sword Health

Portugal
Permanente
Horário completo

Há 2 mêses

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 majority of industry patents, win 70% of competitive evaluations, and have raised more than $300 million from top venture firms like Founders Fund, General Catalyst, and Khosla Ventures.Recognized as a Forbes Best Startup Employer in 2023, 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 $2 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 impact.Joining Sword Health 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 800+ (and growing!) talented colleagues, spanning two continents. Your charge? To help us build a pain-free world, powered by technology, enhanced by people - accessible to all.Algorithms Team:Our Algorithms team is a technically versatile Software Engineering team that thrives at solving complex and ambiguous problems, implementing real-time algorithms that process different types of data - they are the team that builds the engine of our Digital Therapist, the ones behind our motion tracking, either with motion sensors or computer vision.To do what:

Integrate Computer Vision models in our product, ensuring real-time performance in mobile applications;
Optimize Human Motion Tracking accuracy in various scenarios through fine-tuning or post-processing;
Design and implement image processing pipelines for accurate real-time inference optimized to the hardware they run on;
Troubleshoot, debug, maintain code and documentation, and create tests and validation procedures to ensure quality;
Iteratively improve the product with data-driven analysis.

Our ideal candidate has:

3+ years of experience in solving complex problems with Computer Vision;
Strong Software Engineering foundation;
End-to-end experience training Deep Learning models;
Experience working on projects from ideation to completion and maintenance (including releasing and iterating);
Critical thinking & self-direction;
Results-oriented mindset;
Willingness and ability to collaborate effectively as a team to reach common goals.

Bonus points for:

Experience working in a fast-paced environment and wearing different hats;
Experience with transfer learning or fine-tuning Computer Vision models;
Experience optimizing model inference time to the hardware they are running in.

*Please note that this position does not offer relocation assistance. Candidates must possess a valid EU visa and be based in Portugal.US Sword Benefits:*Eligibility for Essential benefits: Full-time employees regularly working 25+ hours per weekComprehensive health, dental and vision insuranceEquity Shares401(k)Discretionary PTO PlanParental leaveUS Sword Perks:Flexible working hoursRemote-first CompanyInternet Stipend for remote workingPaid Company HolidaysFree Digital Therapist for you and your familyPortugal - Sword Benefits:Health, dental and vision InsuranceMeal AllowanceEquity SharesPortugal - Sword Perks:Remote Work AllowanceFlexible working hoursWork from homeUnlimited VacationSnacks and BeveragesEnglish ClassUnlimited access to Coursera Learning Platform*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.*SWORD Health, which includes SWORD Health, Inc. and Sword Health Professionals (consisting of Sword Health Care Providers, P.A., SWORD Health Care Providers of NJ, P.C., SWORD Health Care Physical Therapy Providers of CA, P.C.*) 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.

Sword Health

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