Job Description

Job SummaryIng\xc3\xa9nieur logiciel, Apprentissage machine, Programme coop\xc3\xa9ratifLIEU : MONTR\xc3\x89ALQuelle est loccasion \xc3\xa0 saisir ?Nous sommes \xc3\xa0 la recherche dun ing\xc3\xa9nieur logiciel enthousiaste, d\xc3\xa9sireux de jouer un r\xc3\xb4le de premier plan dans le domaine des technologies dapprentissage machine, et de r\xc3\xa9soudre des probl\xc3\xa8mes hautement complexes.\xc3\x80 titre ding\xc3\xa9nieur logiciel, Apprentissage machine, Programme coop\xc3\xa9ratif, vous serez impliqu\xc3\xa9 dans toutes les \xc3\xa9tapes dun projet, depuis le pr\xc3\xa9traitement des donn\xc3\xa9es jusqu\xc3\xa0 la mise en \xc5\x93uvre des algorithmes dapprentissage machine et du d\xc3\xa9veloppement dapplications frontales.Dans ce r\xc3\xb4le, vous devrez communiquer fr\xc3\xa9quemment avec le bureau national \xc3\xa0 Toronto.En vous associant \xc3\xa0 Borealis AI, vous vous joindrez \xc3\xa0 une \xc3\xa9quipe qui travaille directement avec des chercheurs r\xc3\xa9put\xc3\xa9s en apprentissage machine, qui a acc\xc3\xa8s \xc3\xa0 de vastes et riches ensembles de donn\xc3\xa9es, et qui vous offre les ressources computationnelles n\xc3\xa9cessaires pour soutenir le d\xc3\xa9veloppement continu dans des domaines tels que lapprentissage par renforcement, lapprentissage non supervis\xc3\xa9 et la vision artificielle. Pour en savoir plus sur nos domaines de recherche, allez au .Vos principales responsabilit\xc3\xa9s comprennent :

• D\xc3\xa9velopper des solutions logicielles dapprentissage machine en vue de r\xc3\xa9soudre des probl\xc3\xa8mes majeurs.
• Collaborer avec des \xc3\xa9quipes de recherche et daffaires pour d\xc3\xa9cider des meilleures solutions.
• Optimiser les algorithmes et les prototypes de solutions en vue de leur mise en \xc5\x93uvre efficace.
• Transformer les prototypes en solutions parfaitement fonctionnelles et abouties, pr\xc3\xaates \xc3\xa0 un usage interne ou externe.
• Soutenir les projets en fournissant toute la documentation n\xc3\xa9cessaire sur lutilisation, les d\xc3\xa9cisions conceptuelles et les capacit\xc3\xa9s des solutions.
• Extraire, transformer et charger de vastes ensembles de donn\xc3\xa9es au moyen de technologies dinformatique distribu\xc3\xa9e (Hadoop, Spark, etc.).

Vous \xc3\xaates notre candidat id\xc3\xa9al si :

• vous \xc3\xa9tudiez pour obtenir un baccalaur\xc3\xa9at ou une ma\xc3\xaetrise en informatique, en g\xc3\xa9nie informatique, en g\xc3\xa9nie logiciel ou un \xc3\xa9quivalent ;
• vous poss\xc3\xa9dez de lexp\xc3\xa9rience en d\xc3\xa9veloppement de logiciels (comprend les programmes coop\xc3\xa9ratifs et les stages) ;
• vous poss\xc3\xa9dez de lexp\xc3\xa9rience dans l\xc3\xa9criture de logiciels dans lun des principaux langages tels que C++, C#, Java, Python ;
• vous avez une bonne connaissance de l\xc3\xa9criture de lignes de commandes et du scriptage Bash dans Unix ;
• vous poss\xc3\xa9dez de lexp\xc3\xa9rience dans lutilisation de cadriciels dapprentissage profond tels que Tensorflow, Theano, Keras et PyTorch (un atout) ;
• vous \xc3\xaates habitu\xc3\xa9 avec les infrastructures dinformatique distribu\xc3\xa9e (p. ex. Hadoop, Spark), ainsi quavec SQL, NoSQL et les bases de donn\xc3\xa9es orient\xc3\xa9es graphe (un atout).

Avantages du poste

• Vous ferez partie dune \xc3\xa9quipe toujours en qu\xc3\xaate de nouvelles solutions et ax\xc3\xa9e sur le travail collaboratif. Nous cherchons \xc3\xa0 aider nos coll\xc3\xa8gues \xc3\xa0 atteindre leur plein potentiel.
• Vous aurez loccasion dapporter une contribution importante et davoir une influence durable, tant \xc3\xa0 l\xc3\xa9chelle locale qu\xc3\xa0 l\xc3\xa9chelle mondiale.

\xc3\x80 propos de Borealis AIBorealis AI est un institut de recherche sur lintelligence artificielle (IA) et lapprentissage machine soutenu par la Banque Royale du Canada. Compos\xc3\xa9 de chercheurs et ding\xc3\xa9nieurs r\xc3\xa9put\xc3\xa9s dans le domaine de lIA se consacrant \xc3\xa0 la recherche sur lintelligence, Borealis AI fait progresser lapprentissage machine tout en d\xc3\xa9veloppant des produits de pointe pour les services financiers. Fort de plus de 40 publications scientifiques dans de prestigieuses revues universitaires, linstitut m\xc3\xa8ne des recherches dans des domaines comme lapprentissage profond, lapprentissage par renforcement, le traitement du langage et la s\xc3\xa9curit\xc3\xa9 en mati\xc3\xa8re dIA. Borealis AI a \xc3\xa9t\xc3\xa9 fond\xc3\xa9 en 2016 et ses quatre laboratoires au Canada totalisent plus de 100 employ\xc3\xa9s.Nous vous invitons \xc3\xa0 postuler d\xc3\xa8s que possible, car nous acceptons les candidatures au fur et \xc3\xa0 mesure. Veuillez toutefois noter que la date limite est le Vendredi Mai 17th, 2024. Si votre candidature est retenue, un membre de notre \xc3\xa9quipe communiquera directement avec vous afin de vous expliquer les prochaines \xc3\xa9tapes. Sinon, nous vous invitons \xc3\xa0 effectuer le suivi de votre dossier en vous connectant \xc3\xa0 votre profil RBC. Si l\xc3\xa9tat na pas chang\xc3\xa9, cela signifie que votre candidature est toujours \xc3\xa0 l\xc3\xa9tude.Co-op Machine Learning Software EngineerLOCATION: MONTREALWhats the opportunity?Were looking for an enthusiastic software engineer whos excited by the opportunity of being at the forefront of machine learning technology, and working on extremely challenging problems. As a Co-op Machine Learning Software Engineer, youll be involved a project end to end - everything from data pre-processing to implementing machine learning algorithms and front-end development.In this role, you will communicate frequently with head office staff in Toronto.At Borealis AI, youll be joining a team that works directly with leading researchers in machine learning, has access to rich and massive datasets, and offers the computational resources to support ongoing development in areas such as reinforcement learning, unsupervised learning and computer vision. You can find out more about our research areas at .Your responsibilities include:

• Building machine learning-based software solutions for solving important problems;
• Collaborating with research and business teams to converge on the best solutions;
• Optimizing algorithms and prototypical solutions for efficient implementation;
• Extending prototypes into fully functional, polished solutions ready for internal and/or external use;
• Supporting projects with thorough documentation of usage, design decisions and capabilities;
• Extracting, transforming and loading massive datasets using distributed computing framework technologies (Hadoop, Spark, etc.);

Youre our ideal candidate if you:

• Are working on a bachelors or masters degree in Computer Science, Computer Engineering, Software Engineering, or equivalent;
• Have some software development experience (including co-op and internships);
• Have experience with writing software in one of the major languages such as C++, C#, Java, Python;
• Have familiarity with the Unix command line and bash scripting;
• Experience with Deep Learning packages such as Tensorflow, Theano, Keras and PyTorch is an asset;
• Exposure to distributed computing frameworks (e.g. Hadoop, Spark) as well as SQL, NoSQL and graph databases is an asset;

What's in it for you?

• Become part of a team that thinks progressively and works collaboratively. We care about seeing each other reach full potential;
• Ability to make a difference and lasting impact from a local-to-global scale.

About Borealis AIBorealis AI is an AI and Machine Learning Research Institute backed by Royal Bank of Canada. Comprised of top AI researchers and engineers and motivated by the pursuit of solving intelligence, Borealis AI is advancing machine learning science, while building leading products for financial services. With 40+ scientific publications in top-tier academic venues, the institute performs research in areas, such as deep learning, reinforcement learning, language processing, AI safety, and more. Borealis AI was founded in 2016 and has over 100 team-members across its four labs in Canada.We encourage you to apply as soon as possible as we accept applications on a rolling basis, but please note that the formal application deadline is May 17th, 2024. Should you be selected to progress, someone from our team will reach out directly to provide instructions on next steps. Otherwise, feel free to check for progress updates by logging in to your RBC profile. If the status has not changed, it denotes the fact that your application is still under review.BEWHATSNEXTJob SkillsAdditional Job DetailsAddress: 6666 RUE ST URBAIN, FLOOR 3:MONTR\xc3\x89ALCity: MONTR\xc3\x89ALCountry: CanadaWork hours/week: 37.5Employment Type: Full timePlatform:Job Type: Student/Coop (Fixed Term)Pay Type: SalariedPosted Date: 2024-04-19Application Deadline: 2024-05-18Inclusion and Equal Opportunity EmploymentAt RBC, we embrace diversity and inclusion for innovation and growth. We are committed to building inclusive teams and an equitable workplace for our employees to bring their true selves to work. We are taking actions to tackle issues of inequity and systemic bias to support our diverse talent, clients and communities.We also strive to provide an accessible candidate experience for our prospective employees with different abilities. Please let us know if you need any accommodations during the recruitment process.Join our Talent CommunityStay in-the-know about great career opportunities at RBC. Sign up and get customized info on our latest jobs, career tips and Recruitment events that matter to you.Expand your limits and create a new future together at RBC. Find out how we use our passion and drive to enhance the well-being of our clients and communities at .

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