Bentley Systems

AI scientist

Bentley Systems • $90K — $120K *
Quebec, QC G1B 0A1In-Person
Information Technology
Less than 5 years of experience
1 month ago
Job Overview by Ladders

Qualifications

  • MSc or PhD in machine learning or related field
  • At least 2 years of research and development experience in machine learning
  • Familiarity with Large Language Models and copilot systems
  • Experience in practical machine learning applications
  • Programming skills in Python, PyTorch, Scikit-learn, LangChain, and DSPy
  • Experience with major cloud providers like Microsoft Azure or Amazon AWS

Responsibilities

  • Research AI/ML models and combinatorial optimization problems
  • Develop proofs of concept using AI
  • Propose, adapt, and test AI/ML algorithms and models
  • Analyze user challenges and workflows
  • Stay updated with relevant scientific research
  • Conduct technological surveillance in AI/ML areas
  • Prepare and present reports on findings

Benefits

  • Work in a pioneering area of AI for smart infrastructure
  • Opportunity for impact on future technologies
  • Collaboration with a forward-thinking team
  • Access to a wide range of AI research fields
  • No travel requirements, promoting a stable work environment
Full Job Description
AI Scientist

(Please submit all your university transcripts as an attachment under the tab "Cover Letter")

Location: Quebec City, Canada

Position Summary:

As an AI Scientist, you'll have the opportunity to research innovative solutions in artificial intelligence (AI) for smart infrastructure, develop proofs of concept, and contribute to defining tomorrow's infrastructure. Our team targets a variety of AI-related research fields, including LLMs, copilots and assistants, surrogate functions, combinatorial optimization, etc.

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

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, a plus.
  • Experience with the development of surrogate functions, a plus.
  • 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.

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


Chercheur en Intelligence Artificielle

(Veuillez soumettre vos relevés de notes pour l'ensemble de vos études universitaires sous forme d'attachement sous l'onglet " Cover letter / Lettre de présentation ")

Lieu: Québec, QC, Canada.

Sommaire du poste:

En tant que chercheur en IA, vous aurez l'opportunité de rechercher des solutions innovantes en intelligence artificielle, de développer des preuves de concept et de contribuer à la définition des infrastructures de demain. Notre équipe cible une variété de domaines de recherche liés à l'IA, y compris les LLM, les copilotes et assistants, les fonctions de substitution, l'optimisation combinatoire, etc.

Responsabilités:
  • Recherche des modèles IA/Apprentissage automatique (ML) et des solutions à des problèmes d'optimisation combinatoires.
  • Développe des preuves de concept en utilisant l'IA.
  • Propose, adapte, développe et teste des algorithmes et modèles d'IA en utilisant les bonnes pratiques.
  • Analyse les problèmes, flux de travail, et cas d'utilisation des utilisateurs.
  • Se tient à jour au niveau de la littérature scientifique.
  • Réalise des veilles technologiques sur différents domaines de l'IA.
  • Prépare des rapports et présentation des résultats.
  • Présente les résultats à ses pairs, intervenants à l'interne, et utilisateurs.

Qualifications:
  • Maitrise (M.Sc.) ou Doctorat (Ph.D.) en intelligence artificielle ou domaine relié.
  • Au moins 2 ans d'expérience en recherche et développement de solutions d'apprentissage automatique (ML)
  • Expérience dans les LLMs et copilotes
  • Expérience pratique en développement de solutions d'apprentissage automatique.
  • Expérience souhaitable dans la résolution de problèmes d'optimisation combinatoire, un atout.
  • Expérience souhaitable dans le développement de fonctions de substitution ("surrogate"), un atout.
  • Capacité de développer des solutions innovantes en IA et de résoudre des problèmes concrets et complexes.
  • Expérience en programmation à l'aide d'outils relies à l'IA, 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.

Compétences souhaitées:
  • Forte capacité à résoudre les problèmes en utilisant diverses technologies.
  • Curiosité scientifique vis-à-vis des problèmes et des solutions.
  • Autonome.
  • Orienté recherche.
  • Capacité de rechercher un nouveau domaine et d'apprendre rapidement.
  • Parle couramment l'anglais.

#LI-KK1

About Bentley Systems

Bentley Systems, Incorporated is an American-based software development company that develops, manufactures, licenses, sells and supports computer software and services for the design, construction, and operation of infrastructure. The company's software serves the building, plant, civil, and geospatial markets in the areas of architecture, engineering, construction (AEC) and operations. Their software products are used to design, engineer, build, and operate large constructed assets such as roadways, railways, bridges, buildings, industrial and power plants and utility networks. The company's software products are used by professionals such as engineers, architects, geospatial professionals, constructors, and owner-operators. Bentley Systems employs more than 4,000 people, generates annual revenues of more than $700 million in 170 countries, and has invested more than $1 billion in research, development, and acquisitions since 2014.
Learn more about Bentley Systems
Size
4,000 employees
Market Cap
$10.5 billion
Industry
Manufacturing & Automotive
Net Income
$126.5 million
Founded
1984
5 Year Trend
+36.6%
Revenue
$801.5 million
NASDAQ
BSY
* Ladders Estimates

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