Senior Applied Machine Learning Scientist, Generative AI (4047)The Toronto-Dominion Bank (Canada) • Montreal, Québec, Canada

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Senior Applied Machine Learning Scientist, Generative AI (4047)

The Toronto-Dominion Bank (Canada)

Montreal, Québec, Canada

Montreal, Québec, Canada

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Description du poste Le poste relève du vice-président adjoint (VPA) du groupe de validation des modèles IA/AA et est principalement axé sur la direction de l’équipe responsable de l’examen et de la validation des modèles d’IA générative, de NLP et d’autres modèles d’apprentissage profond. Responsabilités détaillées : Diriger la R et plus de 2 ans d’expérience dans la direction d’une petite équipe de scientifiques en apprentissage automatique. Connaissance approfondie des méthodologies, concepts et théories IA/AA, incluant IA générative, apprentissage profond, NLP moderne, RAG, Transformers, modèles de diffusion, etc. Expérience avec les piles technologiques et bibliothèques d’apprentissage profond et d’IA générative telles que PyTorch, PromptFlow, LangChain, HuggingFace, etc. Motivation à demeurer informé des dernières avancées en IA générative, apprentissage automatique et technologies infonuagiques. Maîtrise d’un ou plusieurs langages de programmation/scripting (ex. : Python). Familiarité avec les plateformes infonuagiques (ex. : Azure, AWS) et les technologies Big Data (ex. : PySpark, Hadoop). Connaissance des structures de données, de la conception d’algorithmes et des principes de la programmation orientée objet (POO). Connaissance des algorithmes d’explicabilité/interprétabilité des modèles ML. Excellentes compétences de communication orale et écrite, ainsi que des aptitudes en gestion des parties prenantes (le poste implique la rédaction et la révision de rapports techniques). Solides compétences d’analyse et de pensée critique. Excellentes compétences en gestion du temps/projets, capacité à gérer plusieurs tâches avec un minimum de supervision. Capacité à travailler de manière autonome et collaborative dans un environnement dynamique et rapide. Qualifications souhaitées Publications dans des conférences ou revues pertinentes, et recherches dans le domaine GenAI/LLM (un atout). Capacité à implémenter des algorithmes IA/AA à partir d’articles de recherche académiques (un atout). Who We Are: TD is one of the world's leading global financial institutions and is the fifth largest bank in North America by branches/stores. Every day, we deliver legendary customer experiences to over 27 million households and businesses in Canada, the United States and around the world. More than 95,000 TD colleagues bring their skills, talent, and creativity to the Bank, those we serve, and the economies we support. We are guided by our vision to Be the Better Bank and our purpose to enrich the lives of our customers, communities and colleagues. TD is deeply committed to being a leader in customer experience, that is why we believe that all colleagues, no matter where they work, are customer facing. As we build our business and deliver on our strategy, we are innovating to enhance the customer experience and build capabilities to shape the future of banking. Whether you’ve got years of banking experience or are just starting your career in financial services, we can help you realize your potential. Through regular leadership and development conversations to mentorship and training programs, we’re here to support you towards your goals. As an organization, we keep growing – and so will you. Our Total Rewards Package Our Total Rewards package reflects the investments we make in our colleagues to help them and their families achieve their financial, physical, and mental well-being goals. Total Rewards at TD includes a base salary, variable compensation, and several other key plans such as health and well-being benefits, savings and retirement programs, paid time off, banking benefits and discounts, career development, and reward and recognition programs. Additional Information: We’re delighted that you’re considering building a career with TD. Through regular development conversations, training programs, and a competitive benefits plan, we’re committed to providing the support our colleagues need to thrive both at work and at home.Please be advised that this job opportunity is subject to provincial regulation for employment purposes. It is imperative to acknowledge that each province or territory within the jurisdiction of Canada may have its own set of regulations, requirements. Colleague Development If you’re interested in a specific career path or are looking to build certain skills, we want to help you succeed. You’ll have regular career, development, and performance conversations with your manager, as well as access to an online learning platform and a variety of mentoring programs to help you unlock future opportunities. Whether you have a passion for helping customers and want to expand your experience, or you want to coach and inspire your colleagues, there are many different career paths within our organization at TD – and we’re committed to helping you identify opportunities that support your goals. Training

Montreal, Québec, Canada

Sprachkenntnisse

English

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