Expérience avec des projets de Machine Learning (atout fort)
Expérience avec des projets de Machine Learning (atout fort)
En tant que Senior Cloud Data Engineer chez Progi, vous serez responsable de la transformation et ... Machine Learning / AI en production . Vous agirez en propriétaire end-to-end des pipelines de ...
En tant que Senior Cloud Data Engineer chez Progi, vous serez responsable de la transformation et ... Machine Learning / AI en production . Vous agirez en propriétaire end-to-end des pipelines de ...
Expérience avec des projets de Machine Learning (atout fort)
Expérience avec des projets de Machine Learning (atout fort)
Machine Learning Experts - PhD - AI Training - Canada
Montreal, QC · On-site +1
CA$150/hr
Machine Learning Experts - PhD - AI Training About Prolific Prolific is not just another player in ... Over 35,000 AI developers, researchers, and organizations use Prolific to gather data from paid ...
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Machine Learning Experts - PhD - AI Training - Canada
Montreal, QC · On-site +1
CA$150/hr
Machine Learning Experts - PhD - AI Training About Prolific Prolific is not just another player in ... Over 35,000 AI developers, researchers, and organizations use Prolific to gather data from paid ...
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About the role We are seeking a Research Scientist with a hybrid research-engineering mindset to ... machine learning in real-world biological discovery. A successful candidate will have most of the ...
About the role We are seeking a Research Scientist with a hybrid research-engineering mindset to ... machine learning in real-world biological discovery. A successful candidate will have most of the ...
Machine Learning & Game Tech Architect
Montreal, QC · On-site +1
Support programming and ML teams throughout development. * Establish and maintain quality ... Familiarity with Machine Learning: experience using leading ML libraries and platforms like ...
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Machine Learning & Game Tech Architect
Montreal, QC · On-site +1
Support programming and ML teams throughout development. * Establish and maintain quality ... Familiarity with Machine Learning: experience using leading ML libraries and platforms like ...
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We are seeking a senior distributed machine learning (ML) research developer to join our team working on a novel AI safety agenda. In this role, you will work closely with ML research scientists to ...
We are seeking a senior distributed machine learning (ML) research developer to join our team working on a novel AI safety agenda. In this role, you will work closely with ML research scientists to ...
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
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As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
Apply Early
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
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As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
Apply Early
Ingenieur en Intelligence Artificielle, IQVIA Digital /AI Engineer, IQVIA Digital
Kirkland, QC · On-site
... machine learning to solve complex, real-world problems. As an AI Engineer, you will work in a collaborative and fast-paced environment alongside an AI Architect, Data Scientists, and Senior AI ...
Ingenieur en Intelligence Artificielle, IQVIA Digital /AI Engineer, IQVIA Digital
Kirkland, QC · On-site
... machine learning to solve complex, real-world problems. As an AI Engineer, you will work in a collaborative and fast-paced environment alongside an AI Architect, Data Scientists, and Senior AI ...
Senior Software Engineer
Montreal, QC · On-site +1
The Senior Software Engineer on the Algorithm Team plays a key role in designing, building, and ... Collaborate closely with data scientists and machine learning engineers to productionize advanced ...
Senior Software Engineer
Montreal, QC · On-site +1
The Senior Software Engineer on the Algorithm Team plays a key role in designing, building, and ... Collaborate closely with data scientists and machine learning engineers to productionize advanced ...
The Role As one of our Principal ML Engineer's, you'll be a key technical leader and thought leader, shaping our ML strategy and building intelligent, high-performance multi-agent systems that ...
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The Role As one of our Principal ML Engineer's, you'll be a key technical leader and thought leader, shaping our ML strategy and building intelligent, high-performance multi-agent systems that ...
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Computer Vision/ML Engineer
Montreal, QC · On-site
Master's or PhD degree in Machine learning / Computer vision * Strong fundamentals: data structures, CV algorithms, and systems programming * Strong C++ skills - this is critical for our edge ...
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Computer Vision/ML Engineer
Montreal, QC · On-site
Master's or PhD degree in Machine learning / Computer vision * Strong fundamentals: data structures, CV algorithms, and systems programming * Strong C++ skills - this is critical for our edge ...
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... Machine Learning. Le rôle du programmeur principal en C++ avec une expérience en IA/ML est ... Programmer de manière claire et structurée en respectant les exigences de performance, de ...
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... Machine Learning. Le rôle du programmeur principal en C++ avec une expérience en IA/ML est ... Programmer de manière claire et structurée en respectant les exigences de performance, de ...
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Staff Deep Learning Engineer - Ingénieur(e) principal(e) expert(e) en apprentissage profond (niveau
Montreal, QC · On-site
Apply cutting-edge research in machine learning and computer graphics to solve real-world problems ... Nous sommes à la recherche d'un(e) ingénieur(e) principal(e) en apprentissage profond ayant de ...
Staff Deep Learning Engineer - Ingénieur(e) principal(e) expert(e) en apprentissage profond (niveau
Montreal, QC · On-site
Apply cutting-edge research in machine learning and computer graphics to solve real-world problems ... Nous sommes à la recherche d'un(e) ingénieur(e) principal(e) en apprentissage profond ayant de ...
Master's or PhD degree in Machine learning / Computer vision * Strong fundamentals: data structures, CV algorithms, and systems programming * Strong C++ skills - this is critical for our edge ...
Master's or PhD degree in Machine learning / Computer vision * Strong fundamentals: data structures, CV algorithms, and systems programming * Strong C++ skills - this is critical for our edge ...
As a Senior Data & AI Engineer for the SAP-RPT model family, you will build and scale the technical ... Machine Learning: Solid foundation in machine learning with hands-on Python development experience ...
As a Senior Data & AI Engineer for the SAP-RPT model family, you will build and scale the technical ... Machine Learning: Solid foundation in machine learning with hands-on Python development experience ...
Senior Software Engineer
Montreal, QC · On-site +1
The Senior Software Engineer on the Algorithm Team plays a key role in designing, building, and ... Collaborate closely with data scientists and machine learning engineers to productionize advanced ...
Senior Software Engineer
Montreal, QC · On-site +1
The Senior Software Engineer on the Algorithm Team plays a key role in designing, building, and ... Collaborate closely with data scientists and machine learning engineers to productionize advanced ...
As a Senior Data & AI Engineer for the SAP-RPT model family, you will build and scale the technical ... Solid foundation in machine learning with hands-on Python development experience applying AI to ...
As a Senior Data & AI Engineer for the SAP-RPT model family, you will build and scale the technical ... Solid foundation in machine learning with hands-on Python development experience applying AI to ...
Senior Machine Learning Engineer information
What are some common challenges Senior Machine Learning Engineers face when deploying models to production, and how can they be addressed?
Senior Machine Learning Engineers often encounter challenges related to model scalability, maintaining performance in real-world scenarios, and ensuring reliable integration with existing systems. Addressing these challenges typically involves thorough testing, implementing robust monitoring for model drift, and collaborating closely with DevOps and software engineering teams to streamline deployment pipelines. Staying updated on best practices in MLOps and adopting tools for automated deployment and monitoring can greatly improve the reliability and efficiency of production models.
What does a Senior Machine Learning Engineer do?
A Senior Machine Learning Engineer designs, develops, and implements machine learning models to solve complex problems. They are responsible for selecting appropriate algorithms, preprocessing data, and optimizing model performance. Additionally, they collaborate with data scientists, software engineers, and product teams to integrate machine learning solutions into production systems. Senior engineers also mentor junior team members and contribute to setting technical direction for machine learning projects.
What are the key skills and qualifications needed to thrive as a Senior Machine Learning Engineer, and why are they important?
To thrive as a Senior Machine Learning Engineer, you need advanced knowledge of machine learning algorithms, statistical modeling, and programming languages like Python or Java, typically supported by a degree in computer science or a related field. Experience with frameworks and tools such as TensorFlow, PyTorch, scikit-learn, and cloud platforms, as well as familiarity with version control and CI/CD systems, is essential. Strong problem-solving, communication, and leadership skills help you collaborate effectively and mentor junior team members. These capabilities are crucial for designing scalable ML solutions and driving impactful results within complex, dynamic projects.
What is the difference between Senior Machine Learning Engineer vs Data Scientist?
| Aspect | Senior Machine Learning Engineer | Data Scientist |
|---|---|---|
| Required Credentials | Bachelor's/Master's in CS, ML, or related; experience with ML frameworks | Bachelor's/Master's in CS, Statistics, or related; strong analytical skills |
| Work Environment | Develops and deploys ML models in production systems | Analyzes data, builds models, and provides insights |
| Industry Usage | Tech, finance, healthcare, e-commerce | Research, finance, marketing, tech |
While both roles require strong technical skills and knowledge of machine learning, Senior Machine Learning Engineers focus more on deploying scalable ML solutions in production environments, whereas Data Scientists primarily analyze data and develop models for insights. The roles often overlap but differ in their core responsibilities and focus areas.
What are the most commonly searched types of Machine Learning Engineer jobs in Quebec? The most popular types of Machine Learning Engineer jobs in Quebec are:
What are popular job titles related to Senior Machine Learning Engineer jobs in Quebec? For Senior Machine Learning Engineer jobs in Quebec, the most frequently searched job titles are:
What cities in Quebec are hiring for Senior Machine Learning Engineer jobs? Cities in Quebec with the most Senior Machine Learning Engineer job openings:
Full-time
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Job description
En tant que Senior Cloud Data Engineer chez Progi, vous serez responsable de la transformation et orchestration de la plateforme de données cloud , avec un focus particulier sur les couches Silver et Gold (BigQuery, Dataform, Cloud Composer) .
Votre rôle sera central dans l’évolution de notre plateforme vers un modèle data-driven avancé , incluant l’optimisation des coûts, la performance des pipelines et la mise en place des premières capacités en Machine Learning / AI en production .
Vous agirez en propriétaire end-to-end des pipelines de données (architecture medallion) et contribuerez activement à bâtir une plateforme robuste, performante et prête pour les usages analytiques et prédictifs.
Responsabilités principales
Ownership de la plateforme data (Medallion)
- Concevoir, construire et maintenir les couches Silver et Gold dans BigQuery
- Assurer l’implémentation complète d’une architecture Medallion (bronze / silver / gold)
- Garantir la qualité, la cohérence et la scalabilité des datasets
- Développer et maintenir des pipelines ELT/ETL avec Dataform et Cloud Composer
- Orchestrer les workflows de transformation et de chargement de données
- Assurer un monitoring fiable des pipelines en production
- Implémenter des stratégies d’ingestion via :
- APIs
- Bases de données (MySQL, etc.)
- Standardiser les flux d’ingestion pour assurer leur robustesse et leur réutilisabilité
- Optimiser les coûts et les performances des workloads BigQuery
- Mettre en place des bonnes pratiques :
- partitioning / clustering
- query optimization
- data lifecycle management
- Suivre et améliorer en continu l’efficacité de la plateforme
- Collaborer à la mise en place des premiers cas d’usage ML/AI
- Préparer les données pour des pipelines de machine learning en production
- Participer à l’intégration avec les outils GCP liés au ML (ex : Vertex AI)
- Contribuer à la mise en place et l’amélioration des pipelines CI/CD (Git, automatisation)
- Appliquer les standards d’ingénierie modernes (tests, versioning, documentation)
- Travailler étroitement avec les équipes BI, produit et techniques
- Participer à la définition des besoins analytiques et des modèles de données
- Promouvoir une culture de data engineering orientée performance et valeur métier
- Minimum 5 ans d’expérience en data engineering
- Minimum 2 ans sur Google Cloud Platform (GCP)
- Excellente maîtrise de :
- SQL (avancé)
- Python
- Expérience solide avec :
- BigQuery
- Dataform
- Cloud Composer
- Bonne compréhension des architectures :
- Data warehouse
- Medallion architecture
- Construction de pipelines de données en production
- Optimisation des coûts et performance BigQuery
- Migration ou modernisation vers le cloud
- Expérience avec des projets de Machine Learning (atout fort)
- Expérience avec CI/CD et Git
- Connaissance des outils d’ingestion (API, bases transactionnelles)
- Expérience dans un environnement data à forte volumétrie
- Ownership complet de la couche de transformation (pas juste builder)
- Impact direct sur :
- les coûts cloud
- la performance data
- la stratégie AI/ML
- Rôle hybride Data Engineer + Data Platform + AI en devenir
- Excellente maîtrise de :
- SQL (avancé)
- Python
- Expérience solide avec :
- BigQuery
- Dataform
- Cloud Composer
- Bonne compréhension des architectures :
- Data warehouse
- Medallion architecture
- Expérience pratique souhaitée
- Construction de pipelines de données en production
- Optimisation des coûts et performance BigQuery
- Migration ou modernisation vers le cloud
- Expérience avec des projets de Machine Learning (atout fort)