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Chercheur Deep learning - Machine Learning Researcher

Location Montreal, Canada

Company Overview:

Chez Nuance, nous donnons aux gens la possibilité d'interagir naturellement avec leurs divers appareils connectés et le monde numérique autour d'eux. Nous créons un monde où la technologie pense et agit de la façon dont les humains le font en concevant des modes d'interaction avec la technologie plus intuitifs.

Notre technologie agile utilise des analyses et des algorithmes avancés pour transformer l'inanimé en animé et transformer des processus complexes en processus simples.

Joignez-vous à notre équipe mobile ... où les systèmes intelligents sont maintenant prêts pour la route. Nous sommes passionnés par le développement d'interfaces intelligentes qui permettent aux gens de parler à leurs voitures, leurs téléphones et tous autres appareils intelligents.

At Nuance, we empower people with the ability to seamlessly interact with their connected devices and the digital world around them. We are creating a world where technology thinks and acts the way people do by designing the most human, natural, and intuitive ways of interacting with technology.

Our nimble technology uses analytics and advanced algorithms to transform the inanimate into animate and reduce complicated processes into simple ones.

Join our Mobile team…intelligent systems now ready for the road. We are passionate about developing intelligent interfaces that enable people to talk to their cars, phones, devices, and other smart “things”.

Healthcare-Hiring-Initiatives

Job Summary:

*English will follow*

Le candidat poursuivra une recherche de pointe alignée avec le plan AI à long terme de Nuance. L'accent sera mis sur le développement ou l'amélioration des modèles d'apprentissage pour la compréhension du langage naturel. Dans le cadre de ce travail, le candidat doit publier des articles dans des revues et des conférences prestigieuses

Responsabilités:

• Mener des recherches et des expériences pour développer ou améliorer des modèles d'apprentissage pour la compréhension du langage naturel.

• Implémenter des prototypes pour tester de nouvelles idées et algorithmes.

• Analyser et améliorer les performances des algorithmes existants.

• Publier des articles dans des revues et des conférences renommées.

• Transférer les connaissances aux équipes productrices d'idées de recherche.

• Effectuer des tâches liées à la sécurisation et à la conservation des produits, outils et processus dont vous êtes responsable de la sécurité.

QualificationsNombre d'années d'expérience de travail: 2+

Compétences requises:

• Doctorat en machine / apprentissage en profondeur ou domaine connexe.

• Maîtrise des bibliothèques d'apprentissage automatique telles que TensorFlow ou pyTorch.

• Bonnes capacités de programmation et de débogage; capable de prototyper efficacement des idées de recherche.

• Expérimenter des expériences de précision et améliorer systématiquement les performances.

• Devrait être capable de prendre des initiatives, mais aussi de suivre un plan et de bien travailler en équipe.

• Bonnes aptitudes à la communication (écrite et orale).

Compétences préférées:

• Maintenir lespublications d'apprentissage dans des revues et des conférences.

• Bonne connaissance des techniques de pointe en compréhension du langage naturel, ainsi qu'une bonne compréhension des défis dans ce domaine.

• Solide expérience dans un langage de script (par exemple Python).

• Expérience de travail dans un environnement Linux.

Formation: PhDen machine learning ou deep learning ou dans un domaine connexe.

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Summary:

The candidate will pursue cutting edge research aligned with Nuance’s long-term AI roadmap. The focus will be on developing or improving deep learning algorithms/models for natural language understanding (e.g., understanding conversational dialog).

Responsibilities:

  • Conduct research and experiments to develop or improve deep learning models for natural language understanding
  • Implement prototypes to test new ideas and algorithms
  • Analyze and improve performance of existing algorithms
  • Transfer knowledge to teams productizing research ideas
  • Lead student internship projects
  • Publish papers in renowned conferences and journals
  • Perform tasks related to securing and keeping the products, tools, and processes that you are responsible for securing

Education:

  • PhD or Masters

Minimum years of work experience:

  • 2+

Required skills:

  • Machine learning with experience in deep learning neural networks
  • Experience of machine learning libraries such as TensorFlow or PyTorch
  • Good programming and debugging skills; able to prototype research ideas effectively.
  • Experience running accuracy experiments and systematically improving performance.
  • Should be able to take initiative, but also follow a plan and work well as part of a team.
  • Good communication skills (written and oral).

Preferred skills:

  • Track record of deep learning publications in renowned journals and conferences
  • Good knowledge of the state-of-the-art techniques in natural language understanding
  • Strong experience in a scripting language (e.g. Python)
  • Experience in natural language processing for medical reports

Additional Information:

In Montreal:

What we offer !

Unique environment for collaborative teamwork on cutting-edge technology:

  • Location is in the heart of downtown
  • Flexible hours
  • Transit reimbursement and parking

Contributing to and collaborating with international teams that drive innovation

  • Competitive benefit package:
  • 4 weeks’ vacation
  • 10 paid sick days
  • Bonus Plan, Group RRSP, Deferred Profit Sharing Plan, Employee Stock Purchase Plan

Award-winning Top Employer:

  • Canada's Top 100 Employers – 7 consecutive years
  • Montreal’s Top Employers – 6 consecutive years
  • Canada's Top Employers for Young People - 3 consecutive years

Ce que nous offrons!

Un environnement unique et collaboratif où vous travaillez avec les technologies de pointe :

  • Situé au cœur du centre-ville de Montréal
  • Horaire flexible
  • Allocation de transport en commun et de stationnement
  • Travail de concert avec des équipes à l’international afin de repousser les limites de l’innovation

Programme d’avantages sociaux concurrentiel :

  • 4 semaines de vacances
  • 10 congés de maladies payés
  • Régime de bonus annuel, REER collectif, Régimes de participation différée aux bénéfices (RPDB), Régime de rachat d’action pour les employés

Gagnant de prix à titre de meilleurs employeurs :

  • Canada's Top 100 Employers – pour 7 années consécutives
  • Canada's Top Employers for Young People - pour 3 années consécutives

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Why Nuance?

Our employees spend their days reinventing the relationship between people and technology. Join Nuance and help shape the future. Hear from members of our global team. Click profiles to learn more.

  • Arvind K. R&D Pune, India
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    Employee
    Arvind K. R&D Pune, India

    Innovation: Nuance is like a $2-billion start-up. There are so many things we are doing for the first time, but the scale is huge and the machinery is complex.

    We are a matrix organization: It is challenging but very rewarding to build collaborations with stakeholders that are halfway around the world.

    Impact: It boggles the mind to think that such a simple thing like software can not only change lives, but actually save lives. And finally, to paraphrase a quote from an unknown source: You have to be a little bit crazy to work at Nuance, but you have to be completely crazy to work anywhere else.

  • Shauna D. Human Resources Burlington, United States
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    Shauna D. Human Resources Burlington, United States

    The global HR team is incredibly collaborative and creative. The work environment here at Nuance is diverse, dynamic - offering opportunities to challenge myself, while allowing me to have sound work-life balance.

  • Vaidehi K. R&D Bangalore, India
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    Vaidehi K. R&D Bangalore, India

    “I like having the opportunity to work with different teams in Healthcare and I have been fortunate to make strong contacts over the years. I enjoy the fact that there are constantly new and diverse challenges and that I get to explore and learn new things every day.”

  • Anja L. Sales Aachen, Germany
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    Anja L. Sales Aachen, Germany

    I love being part of a team that is creating innovative strategies and building solutions for the world’s biggest companies. We’re changing how people interact with the technology they use every day— like their car—and that’s an incredible feeling!

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