AI Scientist
Quebec, Quebec, CA
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Bentley Systems
Providing architects, engineers, constructors, and owner-operators with comprehensive architecture and engineering solutions for advancing infrastructure.Chercheur en Intelligence Artificielle
(Veuillez soumettre vos relevĂ©s de notes pour lâensemble de vos Ă©tudes universitaires sous forme dâattachement sous lâonglet « Cover letter / Lettre de prĂ©sentation »)
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Lieu: Ce poste peut ĂȘtre hybride ou Ă domicile, au Canada.
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Sommaire du poste:
En tant que chercheur IA, vous aurez lâopportunitĂ© de rechercher des solutions innovantes en intelligence artificielle, de dĂ©velopper des preuves de concept et de contribuer Ă la dĂ©finition des infrastructures de demain. Notre Ă©quipe cible une variĂ©tĂ© de domaines de recherche liĂ©s Ă lâIA, y compris les LLM, les copilotes et assistants, lâapprentissage par renforcement, lâoptimisation combinatoire, etc.
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Responsabilités:
- Recherche des modĂšles IA/Apprentissage automatique (ML) et des solutions Ă des problĂšmes dâoptimisation combinatoires.
- DĂ©veloppe des preuves de concept en utilisant lâIA.
- Propose, adapte, dĂ©veloppe et teste des algorithmes et modĂšles dâIA en utilisant les bonnes pratiques.
- Analyse les problĂšmes, flux de travail, et cas dâutilisation des utilisateurs.
- Se tient à jour au niveau de la littérature scientifique.
- RĂ©alise des veilles technologiques sur diffĂ©rents domaines de lâIA.
- Prépare des rapports et présentation des résultats.
- PrĂ©sente les rĂ©sultats Ă ses pairs, intervenants Ă lâinterne, et utilisateurs.
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Qualifications:
- Maitrise (M.Sc.) ou Doctorat (Ph.D.) en intelligence artificielle ou domaine relié.
- Au moins 2 ans dâexpĂ©rience en recherche et dĂ©veloppement de solutions dâapprentissage automatique (ML)
- Expérience dans les LLMs et copilotes
- ExpĂ©rience pratique en dĂ©veloppement de solutions dâapprentissage automatique.
- ExpĂ©rience dans la rĂ©solution de problĂšmes dâoptimisation combinatoire.
- Capacité de développer des solutions innovantes en IA et de résoudre des problÚmes concrets et complexes.
- ExpĂ©rience en programmation Ă lâaide dâoutils relies Ă lâIA, tels : Python, PyTorch, Scikit-learn, LangChain, DSPy.
- Expérience avec les outils des principaux fournisseur infonuagique (Microsoft Azure, Amazon AWS, ElasticSearch, etc.)
- Ce poste ne nécessite pas de déplacements.
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Compétences souhaitées:
- Forte capacité à résoudre les problÚmes en utilisant diverses technologies.
- Curiosité scientifique vis-à -vis des problÚmes et des solutions.
- Autonome.
- Orienté recherche.
- CapacitĂ© de rechercher un nouveau domaine et dâapprendre rapidement.
- Parle couramment lâanglais.
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Ce que nous offrons:
- Une équipe formidable et une culture enrichissante (voir notre vidéo de recrutement )
- Une carriĂšre passionnante au sein dâun leader mondial offrant des solutions logicielles pour lâarchitecture, lâingĂ©nierie et la construction.
- Un salaire et des avantages compétitifs.
- LâopportunitĂ© de travailler au sein dâune Ă©quipe internationale et diversifiĂ©e.
- Un environnement de soutien et de collaboration.
- Des prix de reconnaissance pour les collĂšgues.
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AI Scientist
(Please submit all your university transcripts as an attachment under the tab âCover Letterâ)
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Location: This role can be hybrid or home-based, in Canada
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Position Summary:
As an AI Scientist youâll have the opportunity to research innovative solutions in artificial intelligence (AI) for smart infrastructure, develop proofs of concept, and contribute to defining tomorrowâs infrastructure. Our team targets a variety of AI-related research fields, including LLMs, copilots and assistants, reinforcement learning, combinatorial optimization, etc.
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Responsibilities:
- Research AI/ML models and algorithms, combinatorial optimization problems
- Develop proofs of concept using AI
- Propose or adapt, develop and tests AI/ML algorithms and models using accepted best practices
- Analyze user challenges, workflows and use cases
- Keep yourself up to date with the relevant research and scientific literature
- Provide a technological watch over various areas of AI/ML
- Prepare reports and presentations on results
- Present results to peers, internal stakeholders and users
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Qualifications:
- MSc or PhD in machine learning or a related field
- At least 2 years of experience doing research and development in machine learning - including deep learning and advanced techniques
- Experience with Large Language Models and copilot systems
- Experience in practical machine learning applications and development
- Experience with solving combinatorial optimization problems
- Ability to develop innovative solutions in artificial intelligence to resolve concrete and complex challenges
- Programming experience with tools such as: Python, PyTorch, Scikit-learn, LangChain, DSPy.
- Experience with major cloud providers (Microsoft Azure, Amazon AWS, ElasticSearch, etc.)
- This role does not require travel.
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Desired Skills:
- Strong problem-solving capabilities using various technologies
- Curious about problems and solutions
- Autonomous
- Research-oriented
- Capacity to research a new topic and to learn quickly
- Fluent in English
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What We Offer:
- Â A great Team and culture â please see our recruitment video.
- An exciting career as an integral part of a world-leading software company providing solutions for architecture, engineering, and construction.
- Competitive Salary and benefits.
- The opportunity to work within a global and diverse international team.
- A supportive and collaborative environment.
- Colleague Recognition Awards.
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#LI - Remote
#LI SB1
About Bentley Systems:
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Bentley Systems (Nasdaq: BSY) is the infrastructure engineering software company. We provide innovative software to advance the worldâs infrastructure â sustaining both the global economy and environment. Our industry-leading software solutions are used by professionals, and organizations of every size, for the design, construction, and operations of roads and bridges, rail and transit, water and wastewater, public works and utilities, buildings and campuses, mining, and industrial facilities. Our offerings, powered by the iTwin Platform for infrastructure digital twins, include MicroStation and Bentley Open applications for modeling and simulation, Seequentâs software for geoprofessionals, and Bentley Infrastructure Cloud encompassing ProjectWise for project delivery, SYNCHRO for construction management, and AssetWise for asset operations. Bentley Systemsâ 5,200 colleagues generate annual revenues of more than $1 billion in 194 countries.
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Equal Opportunity Employer:
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Bentley is proud to be an equal opportunity employer and considers for employment all qualified applicants without regard to race, color, gender/gender identity, sexual orientation, disability, marital status, religion/belief, national origin, caste, age, or any other characteristic protected by local law or unrelated to job qualifications.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index đ°
Tags: Architecture AWS Azure Copilot Deep Learning Elasticsearch Engineering Industrial LangChain LLMs Machine Learning ML models PhD Python PyTorch Reinforcement Learning Research Scikit-learn
Perks/benefits: Career development Competitive pay
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