AI Researcher

3 weeks ago

Québec QC, Canada SPORTLOGiQ Full time

We are the world's sports analytics leader, using cutting-edge AI technology to produce unique sports data and performance insights. These insights provide an edge to teams, leagues, media organizations, betting operators, and rights holders of all sizes. We use a variety of techniques to collect and analyze sports data, allowing our partners to discover contextual insights and derive value from them in brand new ways.
and data annotation services to collect any type of additional data you need; to design your game changing AI models for sport analytics applications.
Being part of our innovation team, you will also have the opportunity to publish original research in peer-reviewed journals and participate in conferences around the world, such as CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, and more.
You should be able to thrive in a dynamic environment that combines theoretical and applied research, systems building and collaborative work. Research and develop advanced AI technologies to improve our core ML/CV algorithms and to solve sport analysis problems in a practical and scalable way. Our research focus includes (but is not limited to) the following:
Computer vision (object detection, camera calibration, tracking, re-identification, motion capture, activity detection, activity prediction, etc.)
General deep learning topics including self-supervised learning, transfer learning, few-shot learning, active learning, generative models and graph neural networks, attention based models (transformers)
Collaborating with engineering team and product managers to produce quality AI software solutions as well as reviewing the team’s code and experiments to provide insightful feedback
Conducting original, publishable research, to be presented at conferences and contributing to the company’s IP portfolio
PhD degree in computer science, electrical/computer engineering, or a related quantitative field with research and development experience in computer vision and machine learning
Experience with full CV/ML life-cycle from model development, training, testing, deployment, monitoring, and refining and iterating
Solid programming skills in Python or C/C++ and familiarity with software development best practices
Strong publication record in computer vision, machine learning and deep learning in top tier conferences and journals
Ability to develop large-scale systems working with video/image data
Strong working knowledge of software architecture and data structure
Access to massive processing power, data, and whatever you may need to train large scale ML/CV models 
Flexible work schedule
Freedom to publish the research work
Collaborative research with our world class academic network
***************************************************************************
Grâce à nos ressources technologiques de pointe, comme l’intelligence artificielle, nous sommes en mesure de produire des données précises relatives au sport. Cela nous permet également de fournir des évaluations des performances. Nos techniques variées nous permettent de recueillir et d’analyser les données relatives aux sports. euse en intelligence artificielle, vous ferez partie d’une équipe exceptionnelle, talentueuse et innovante. En travaillant chez nous, vous aurez accès à de vastes bases de données; à de puissants outils –technologiques et infonuagiques - de traitement de données; à des services d’annotation de données capables d’amasser tous les types de données nécessaires. Tout cela vous permettra de concevoir des modèles d’intelligence artificielle révolutionnaires applicables à l’analyse de données sportives.
En vous joignant à notre équipe, vous aurez l’occasion de faire publier le résultat de vos recherches dans des revues spécialisées et mondialement reconnues dans le domaine de la recherche sur l’intelligence artificielle. Vous pourrez participer à des conférences partout dans le monde avec des organismes réputés comme : CVPR, ICCV, ECCV, NeurlPS, ICLR, ICML pour ne nommer que ceux-là.
Vous jouerez un rôle de premier plan dans l’avenir de l’analyse de données sportives, des paris, de l’entraînement sportif et des techniques de narration médiatique.
Travailler dans la recherche et le développement de technologies de pointe pour bonifier nos algorithmes d’apprentissage automatique et de vision par ordinateur Cela permettra de résoudre les problèmes d’analyse de données sportives de façon pratique et mesurable. La recherche sera centrée sur :
Plusieurs sujets reliés à l’apprentissage profond (l’apprentissage auto-supervisé, l’apprentissage par transfert, l’apprentissage avec peu de tentatives ou d’exemples, l’apprentissage actif, les modèles génératifs, les réseaux de neurones en graphes, la modélisation des mécanismes d’attention, ce que l’on appelle des  transformers . 
Collaborer avec l’équipe d’ingénieurs et avec les gestionnaires de production afin de créer des logiciels d’intelligence artificielle de qualité supérieure;
Mener des recherches novatrices dont les résultats pourraient être publiés ou présentés lors de conférences et ajoutés au répertoire de propriétés intellectuelles tenu par Sportlogiq.
D’un doctorat en informatique, en génie informatique, en génie électrique, en recherche quantitative ou tout domaine connexe ET de l’expérience en recherche et développement dans le domaine de l’apprentissage automatique et de la vision par ordinateur;
De l’expérience sur toutes les étapes de la conception d’outils dans le domaine de l’apprentissage automatique et de la vision par ordinateur:
À partir de l’élaboration du modèle initial, en passant par la formation, les expérimentations, le déploiement, la supervision, la finition et jusqu’à la réitération du processus;
De l’expérience avec les systèmes d’apprentissage profond (par exemple :  Pytorch ou  Tensorflow );
D’excellentes habiletés en programmation en C/C++ et la connaissance des pratiques exemplaires en développement de logiciels;
D’avoir fait publier plusieurs articles sur la vision par ordinateur, sur l’apprentissage automatique et sur l’apprentissage profond. De la capacité d’élaborer des systèmes de grande envergure, des systèmes qui travailleront à partir de données visuelles;
D’une grande connaissance de la structure des logiciels et de la structure des données;
D’une excellente capacité à vous exprimer en français et en anglais.
De nombreux avantages sociaux;
La possibilité de mener des recherches novatrices dont les résultats pourraient être publiés ou présentés lors de conférences;
L’accès à de vastes bases de données; à de puissants outils –technologiques et infonuagiques - de traitement de données et tout ce dont vous pourriez avoir besoin pour faire de la modélisation de grande envergure en apprentissage automatique et en vision par ordinateur.
La possibilité de faire de la recherche en collaboration avec notre réseau universitaire de haut niveau.
#

  • Machine Learning Researcher Toronto

    2 weeks ago

    Montréal, QC, Canada Borealis AI Full time

    As aMachine Learning Researcher, you’re looking to channel your love of playing with real-world data into industry-disrupting solutions. We're a lab that supports research on a wide variety of theoretical and applied machine learning projects.Working in our lab will grant you unique access to massive structured and unstructured datasets with the tools...

  • AI Researcher

    4 weeks ago

    Québec, QC, Canada SPORTLOGiQ Full time

    We are the world's sports analytics leader, using cutting-edge AI technology to produce unique sports data and performance insights. These insights provide an edge to teams, leagues, media organizations, betting operators, and rights holders of all sizes. We use a variety of techniques to collect and analyze sports data, allowing our partners to...

  • Senior Research Scientist

    4 weeks ago

    Montréal, QC, Canada Valence Labs Full time

    About Valence Labs Valence Labs is an AI research and productization engine within Recursion dedicated to industrializing scientific discovery to radically improve lives. Combining the intellectual freedom of academia with the resources and stability of industry, our focus is the development of highly-autonomous systems that will spearhead a fundamental...

  • AI Lead

    4 weeks ago

    Québec, QC, Canada Tandemlaunch Full time

    TandemLaunch is looking to hire an experienced AI Lead to join the founding leadership team at a deep-tech startup in one of several application spaces. These include: Physics-informed neural networks (PINNs) in robotics: The enhancement of robotics control systems through the integration of PINNs enables autonomous agents to make more precise and...

  • Team Lead

    4 weeks ago

    Québec, Canada Coveo Full time

    **Play a leading role in our AI for Commerce team!**: As a Team Lead of the AI for Commerce team at Coveo, you will be tasked with mentoring and managing our exceptional team towards consolidating and building the machine learning technology that powers the future of our Coveo Relevance Cloud AI Platform. This team is responsible for providing the...

  • AI Lead

    4 weeks ago

    Montréal, QC, Canada TandemLaunch Inc. Full time

    TandemLaunch is looking to hire an experienced AI Lead to join the founding leadership team at a deep-tech startup in one of several application spaces. These include: Physics-informed neural networks (PINNs) in robotics: The enhancement of robotics control systems through the integration of PINNs enables autonomous agents to make more precise and...

  • Strategic Procurement Advisor

    2 weeks ago

    Dorval, QC, H0S, Montréal, Canada Air Canada Full time

    Description Being part of Air Canada is to become part of an iconic Canadian symbol, recently ranked the best Airline in North America. Let your career take flight by joining our diverse and vibrant team at the leading edge of passenger aviation. The Strategic Procurement Advisor - AI Transformation reports into the Manager Strategic Procurement AI...

  • VP Research and Development

    4 weeks ago

    Montréal, QC, Canada Stonewood Group Inc. Full time

    Client is a computer vision, deep learning software engineering company based in Montreal, a renowned hub for AI. This profitable startup has a number of Fortune 100 customers and partner and is currently in the process of establishing itself as the number one Visual AI and machine learning runtime engine in the entertainment, robotics, sports and health &...

  • Research Acceleration Lead

    3 weeks ago

    Montréal, QC, Canada Valence Labs Full time

    About Valence Labs Valence Labs is an AI research and productization engine within Recursion dedicated to industrializing scientific discovery to radically improve lives. Combining the intellectual freedom of academia with the resources and stability of industry, our focus is the development of highly-autonomous systems that will spearhead a fundamental...

  • Online Researcher

    7 days ago

    Brossard, QC, Canada OpenText Full time

    Application Security Researcher in Test (Dynamic) OpenText offers cloud-native solutions in an integrated and flexible Information Management platform to enable intelligent, connected and secure organizations. OpenText is a global leader in information management, where innovation, creativity, and collaboration are the key components of our corporate...

  • Designer Senior

    4 weeks ago

    Montréal, QC, Canada zeroG - AI in Aviation Full time

    Reporting to the TechnicalDirector ofDesign, you will actively participate in technical development activities, from design to launch and refinement of game features and systems used in our current ambitious projects. Prototype gameplay features for game designers: assisting in the production of technical elements of an ingredient or game system,...

  • Artificial Intelligence

    4 weeks ago

    Montréal, QC, Canada Stonewood Group Inc. Full time

    Client is a computer vision, deep learning software engineering company based in Montreal, a renowned hub for AI. This profitable startup has a number of Fortune 100 customers and partner and is currently in the process of establishing itself as the number one Visual AI and machine learning runtime engine in the entertainment, robotics, sports and health &...

  • Research Scientist

    7 days ago

    Montréal, QC, Canada Hitachi Vantara Corporation Full time

    R&D Scientist (f/m/d) in Automated Trading and Energy Market Analytics Location: Green Energy & Mobility Business Unit: Hitachi Energy Company Name: HITACHI ENERGY LTD Profession (Job Category): Engineering & Science Job Schedule: Full time Remote: No At Hitachi Energy our purpose is advancing a sustainable energy future for all. We bring power to our homes,...

  • Technical Designer

    4 weeks ago

    Montréal, QC, Canada zeroG - AI in Aviation Full time

    Reporting to the TechnicalDirector ofDesign, you will actively participate in technical development activities, from design to launch and refinement of game features and systems used in our current ambitious projects. Responsibilities Prototype gameplay features for game designers: assisting in the production of technical elements of an ingredient or game...

  • Senior Full-Stack Software Engineer

    2 weeks ago

    Montréal, QC, Canada Valence Labs Full time

    Senior Full-Stack Software Engineer - LLM & Generative AI Valence Labs is an AI research and productization engine within Recursion dedicated to industrializing scientific discovery to radically improve lives. Combining the intellectual freedom of academia with the resources and stability of industry, our focus is the development of highly-autonomous...

  • Senior Gameplay Programmer AI

    3 weeks ago

    Montréal, QC, Canada HoYoverse Full time

    At HoYoverse, we are committed to creating immersive virtual world experiences for players around the world. In addition to game products such as Genshin Impact, Honkai Impact 3rd, Tears of Themis, and Honkai: Star Rail, HoYoverse also launched the dynamic desktop software N0va Desktop, the community product HoYoLAB, and created a variety of products such...

  • Machine Learning Developer

    3 weeks ago

    Montréal, QC, Canada GuruLink Full time

    Location: REMOTE / Montreal, Quebec This job allows you to work remotely. Our client works to identify and solve the most complex and highest value business problems that can be addressed through data science techniques. To achieve this, they provide data science, operations research and artificial intelligence solutions and software products to a broad...

  • Software Developer

    4 weeks ago

    Montréal, QC, Canada GuruLink Full time

    Location: Montreal, Quebec Our client works to identify and solve the most complex and highest value business problems that can be addressed through data science techniques. To achieve this, they provide data science, operations research and artificial intelligence solutions and software products to a broad range of industry and technology partners. As a...

  • Staff Applied Scientist Nlp

    4 days ago

    Québec, Canada Coveo Full time

    **Play a leading role in building the future of our AI-powered solution!**: As a Staff Applied Scientist in the NLP team at Coveo, you will be tasked with building the language technology solutions that power the future of our Search and Personalization products. You'll play a technical leadership role to help influence and guide our ambitious NLP...

  • Tech Lead

    4 weeks ago

    Montréal, QC, Canada GuruLink Full time

    Location: Montreal, Quebec Our client works to identify and solve the most complex and highest value business problems that can be addressed through data science techniques. To achieve this, they provide data science, operations research and artificial intelligence solutions and software products to a broad range of industry and technology partners. As a...