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Senior Software Developer - Computer Vision
Senior Software Developer - Computer VisionHinge-Health • Montreal, Montreal (administrative region), CA
Senior Software Developer - Computer Vision

Senior Software Developer - Computer Vision

Hinge-Health • Montreal, Montreal (administrative region), CA
30+ days ago
Job type
  • Full-time
Job description

About the Role

Hinge Health software engineers work on small interdisciplinary teams focused on different parts of the user journey. In this role within our Machine Learning Group, Computer Vision (CV) Engineers collaborate with research scientists, platform and app engineers, product groups, and data scientists to develop and ship efficient multi-platform libraries for internal and external applications and services, including TrueMotion CV-based motion tracking technologies serving our digital physiotherapy clinic.

What You'll Accomplish

  • Help build a seamless integration between the React Native based core mobile application and our computer vision platform which will be using native code.
  • Within the first 30 days, work alongside your Technical Lead to begin executing against the product roadmap.
  • Every sprint, you’ll design and incrementally deliver meaningful, complex features.
  • Every quarter, you’ll help define the objectives and key results that will shape your team’s roadmap.
  • Provide some amount of technical leadership and mentorship to your teammates, other teams and engineers.

Hinge Health Hybrid Model :

We believe that remote work and in-person work have their own advantages and disadvantages, and we want to be able to leverage the best of both worlds. Employees in hybrid roles are required to be in the office 3 days / week, Tuesday-Thursday.

Basic Qualifications

  • 5+ years of non-internship full time professional software development experience
  • 3+ years of experience developing software with modern C++ (C++ 17 or 20)
  • Experience shipping CV models and algorithms to production, leveraging tools such as TensorFlow and Keras, and model conversion and optimization tools
  • Preferred Qualifications

  • Bachelor’s Degree in Computer Science or related technical degree
  • 3+ years of experience developing software with Python3
  • Experience porting code between languages and productizing research level code in Python to performant C++ code
  • Familiarity with our most commonly used libraries : Range-v3, OpenCV, TF Lite, Boost
  • Mobile application development experience, native iOS and Android
  • Experience with image processing and video codecs
  • Compensation

    This position will have an annual salary, plus equity and benefits. Please note the annual salary range is a guideline, and individual total compensation will vary based on factors such as qualifications, skill level, competencies, and work location. The annual salary range for this position is C$105,000-$158,000

    About Hinge Health

    Hinge Health is moving people beyond pain by transforming the way it is treated and prevented. Connecting people digitally and in-person with expert clinical care, we combine advanced technology, AI and a care team of experts to guide people through personalized care directly from their phone. Our approach is proven to reduce pain by 68%, prevent 42% of new opioid prescriptions, and avoid more than half of joint replacement surgeries. Available to 18M people, Hinge Health is trusted by leading health plans and employers, including Land O’Lakes, L.L. Bean, Salesforce, Self-Insured Schools of California, Southern Company, City of Boston, US Foods, and Verizon. Learn more at http : / / www.hingehealth.com

    What You'll Love About Us

    Inclusive healthcare and benefits : On top of comprehensive medical, dental, and vision coverage, we offer employees and their family members help with gender-affirming care, tools for family and fertility planning, and travel reimbursements if healthcare isn’t available where you live.

    Planning for the future : Start saving for the future with our traditional or Roth 401k retirement plan options which include a 2% company match.

    Modern life stipends : Manage your own learning and development

    Diversity and Inclusion

    We’re committed to building diverse teams that reflect the communities we serve. Visit hingehealth.com / diversity-equity-and-inclusion to learn more about what moves us.Hinge Health is an equal opportunity employer and prohibits discrimination and harassment of any kind. We make employment decisions without regards to race, color, religion, sex, sexual orientation, gender identity, national origin, age, veteran status, disability status, pregnancy, or any other basis protected by federal, state or local law. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.

    By submitting your application you are acknowledging we are using your personal data as outlined in the personnel and candidate privacy policy.

    À PROPOS DU RÔLE

    Les ingénieurs logiciels chez Hinge Health travaillent au sein de petites équipes interdisciplinaires axées sur différentes parties du parcours utilisateur. Dans ce rôle au sein de notre équipe d'apprentissage automatique, les ingénieurs en vision par ordinateur (Computer Vision) collaborent avec des scientifiques en recherche, des ingénieurs de plateformes et d'applications, des groupes de produits et des scientifiques de données pour développer et déployer des bibliothèques multi-plateformes efficaces pour des applications et services internes et externes, y compris les technologies de suivi de mouvements basées sur la vision par ordinateur TrueMotion qui alimentent notre clinique de physiothérapie numérique.

    Modèle hybride chez Hinge Health :

    Nous croyons que le travail à distance et le travail en présentiel ont chacun leurs avantages et inconvénients, et nous souhaitons tirer parti du meilleur des deux mondes. Les employés en mode hybride sont tenus d'être au bureau 3 jours par semaine, du mardi au jeudi.

    CE QUE VOUS ACCOMPLIREZ

    Chaque jour, vous collaborerez avec vos collègues et partenaires pour soutenir notre mission.

    À chaque sprint, vous livrerez un travail significatif pour étendre ou améliorer notre pipeline de vision par ordinateur, nos packages ou nos intégrations.

    Chaque mois, vous partagerez votre expertise avec vos collègues et autres membres de l'entreprise.

    Chaque trimestre, vous identifierez, proposerez et exécuterez une amélioration significative de notre implémentation ou un changement innovant de notre flux de travail ou de nos outils.

    QUALIFICATIONS DE BASE

    5 ans d'expérience professionnelle à temps plein en développement logiciel (hors stages).

    3 ans d'expérience en développement logiciel avec du C++ moderne (C++ 17 ou 20).

    3 ans d'expérience en développement logiciel avec Python3.

    Expérience en déploiement de modèles et algorithmes de vision par ordinateur en production, en utilisant des outils tels que TensorFlow et Keras, ainsi que des outils de conversion et d'optimisation de modèles.

    QUALIFICATIONS PRÉFÉRÉES

    Diplôme de baccalauréat en informatique ou dans un domaine technique similaire.

    Expérience en portage de code entre langages et en transformation de code de recherche en Python vers un code performant en C++.

    Familiarité avec nos bibliothèques les plus couramment utilisées : Range-v3, OpenCV, TF Lite, Boost.

    Expérience en développement d'applications mobiles natives, iOS et Android.

    Expérience avec le traitement d'images et les codecs vidéo.

    À propos de Hinge Health

    Hinge Health aide les gens à surmonter la douleur en transformant la manière dont elle est traitée et évitée. En connectant les gens numériquement et en personne avec des soins cliniques experts, nous combinons une technologie avancée, l'IA, et une équipe de soins d'experts pour guider les gens à travers des soins personnalisés directement depuis leur téléphone. Notre approche a prouvé qu'elle réduit la douleur de 68 %, prévient 42 % des nouvelles prescriptions d'opioïdes et évite plus de la moitié des chirurgies de remplacement articulaire. Disponible pour 18 millions de personnes, Hinge Health est une solution de confiance pour les principaux régimes d'assurance-santé et employeurs, y compris Land O’Lakes, L.L. Bean, Salesforce, Self-Insured Schools of California, Southern Company, City of Boston, US Foods, et Verizon. Pour en savoir plus, visitez http : / / www.hingehealth.com .

    Ce que vous allez adorer chez nous

    Soins de santé et avantages : En plus d'une couverture médicale, dentaire et visuelle complète, nous offrons à nos employés et à leurs familles une aide pour les soins affirmant le genre, des outils pour la planification familiale et de la fertilité, ainsi que des remboursements de voyage si les soins de santé ne sont pas disponibles là où vous vivez.

    Planification pour l'avenir : Commencez à économiser pour l'avenir avec nos options de plan de retraite 401k traditionnel ou Roth, qui incluent une contribution de l'entreprise de 2 %.

    Stipends pour la vie moderne : Gérez votre propre apprentissage et développement.

    Workday ID

    JR1635

    #J-18808-Ljbffr

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    Senior Software Developer Computer Vision • Montreal, Montreal (administrative region), CA

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