As a Machine Learning Operations Software Engineer at Ubisoft Montréal, you will help build reliable and scalable systems that protect the trust and safety of our players . You will join the Player ...
As a Machine Learning Operations Software Engineer at Ubisoft Montréal, you will help build reliable and scalable systems that protect the trust and safety of our players . You will join the Player ...
Senior Data Scientist
Montreal, QC · On-site
Senior Data Scientist Montréal, Canada The Sr. Data Scientist will conduct detailed analysis of ... Experience with developing Machine Learning and statistical models. * Excellent programming skills ...
Senior Data Scientist
Montreal, QC · On-site
Senior Data Scientist Montréal, Canada The Sr. Data Scientist will conduct detailed analysis of ... Experience with developing Machine Learning and statistical models. * Excellent programming skills ...
Generative AI Engineer
Montreal, QC · On-site
Work closely with machine learning engineers and data engineers to design, build, and test models. * Develop efficient and scalable algorithms for training and inference of generative models ...
Quick apply
Generative AI Engineer
Montreal, QC · On-site
Work closely with machine learning engineers and data engineers to design, build, and test models. * Develop efficient and scalable algorithms for training and inference of generative models ...
You will develop advanced machine learning algorithms, optimize open-source frameworks, and ... Framework & Pipeline Engineering Build scalable pipelines for data preprocessing, feature ...
You will develop advanced machine learning algorithms, optimize open-source frameworks, and ... Framework & Pipeline Engineering Build scalable pipelines for data preprocessing, feature ...
Sr. Full Stack Data Science Engineer
Montreal, QC · On-site
CA$154K - CA$199K/yr
Solid knowledge of applied Machine Learning, Deep Learning, Large Language Models * Solid cloud ... Data Engineering : ETL/ELT Pipelines, Apache Spark Nice-to-Have * Experience in customer analytics ...
Sr. Full Stack Data Science Engineer
Montreal, QC · On-site
CA$154K - CA$199K/yr
Solid knowledge of applied Machine Learning, Deep Learning, Large Language Models * Solid cloud ... Data Engineering : ETL/ELT Pipelines, Apache Spark Nice-to-Have * Experience in customer analytics ...
We expect our Senior Generative AI Engineer to stay current with the technological cutting edge and ... learning, machine learning, natural language processing, and big data. You'll play a pivotal role ...
Quick apply
We expect our Senior Generative AI Engineer to stay current with the technological cutting edge and ... learning, machine learning, natural language processing, and big data. You'll play a pivotal role ...
Work closely with engineers and product managers to ensure reliable and innovative deliveries What ... Interest in AI and machine learning * Familiarity with relational databases and Visual Studio
Quick apply
Work closely with engineers and product managers to ensure reliable and innovative deliveries What ... Interest in AI and machine learning * Familiarity with relational databases and Visual Studio
Work closely with engineers and product managers to ensure reliable and innovative deliveries What ... Interest in AI and machine learning * Familiarity with relational databases and Visual Studio
Work closely with engineers and product managers to ensure reliable and innovative deliveries What ... Interest in AI and machine learning * Familiarity with relational databases and Visual Studio
Working closely with researchers, engineers, and leadership, you will transform complex AI research ... Translate complex AI and machine learning concepts into accessible, engaging content tailored to ...
Working closely with researchers, engineers, and leadership, you will transform complex AI research ... Translate complex AI and machine learning concepts into accessible, engaging content tailored to ...
Design, develop, and optimize machine learning models for demand forecasting, inventory ... Engineer advanced features including promotions, seasonality, holidays, stockouts, lag variables ...
Design, develop, and optimize machine learning models for demand forecasting, inventory ... Engineer advanced features including promotions, seasonality, holidays, stockouts, lag variables ...
Role Nous recherchons un(e) Data Scientist Senior pour rejoindre une equipe hautement collaborative ... Ce poste se situe a l'intersection de la Data Science, du Machine Learning et de l'ingenierie, avec ...
Role Nous recherchons un(e) Data Scientist Senior pour rejoindre une equipe hautement collaborative ... Ce poste se situe a l'intersection de la Data Science, du Machine Learning et de l'ingenierie, avec ...
As part of its expansion, Index is looking for a new full time Software Engineer to be part of its ... Data science understanding (machine learning, A.I., statistics) * Experience with data science / AI ...
Quick apply
As part of its expansion, Index is looking for a new full time Software Engineer to be part of its ... Data science understanding (machine learning, A.I., statistics) * Experience with data science / AI ...
Senior Data Scientist
Montreal, QC · On-site
... analytics, engineering, product) on high-impact end-to-end use cases (anomaly detection ... Use machine learning and advanced statistical methods to identify trends and patterns in complex ...
Senior Data Scientist
Montreal, QC · On-site
... analytics, engineering, product) on high-impact end-to-end use cases (anomaly detection ... Use machine learning and advanced statistical methods to identify trends and patterns in complex ...
... analytics, engineering, product) on high-impact end-to-end use cases (anomaly detection ... Use machine learning and advanced statistical methods to identify trends and patterns in complex ...
... analytics, engineering, product) on high-impact end-to-end use cases (anomaly detection ... Use machine learning and advanced statistical methods to identify trends and patterns in complex ...
Stay current with state-of-the-art academic research in robotics and machine learning, translating ... Set and enforce software engineering best practices across both rapid R&D prototyping and ...
Quick apply
Stay current with state-of-the-art academic research in robotics and machine learning, translating ... Set and enforce software engineering best practices across both rapid R&D prototyping and ...
Full Stack Data Science Engineering Specialist
Montreal, QC · On-site
CA$187K - CA$261K/yr
Demonstrated comfort engaging with senior executives and Csuite stakeholders, influencing decisions ... Solid knowledge of applied Machine Learning, Deep Learning, Large Language Models * Solid cloud ...
Full Stack Data Science Engineering Specialist
Montreal, QC · On-site
CA$187K - CA$261K/yr
Demonstrated comfort engaging with senior executives and Csuite stakeholders, influencing decisions ... Solid knowledge of applied Machine Learning, Deep Learning, Large Language Models * Solid cloud ...
SENIOR PROGRAMMER (Potential for an Executive Role) PROXIMITY HCI | Enabling Off-screen HCI for ... Understanding of machine learning is major plus * Familiarity with building development tool kits ...
SENIOR PROGRAMMER (Potential for an Executive Role) PROXIMITY HCI | Enabling Off-screen HCI for ... Understanding of machine learning is major plus * Familiarity with building development tool kits ...
SENIOR PROGRAMMER (Potential for an Executive Role) PROXIMITY HCI | Enabling Off-screen HCI for ... Understanding of machine learning is major plus * Familiarity with building development tool kits ...
Quick apply
SENIOR PROGRAMMER (Potential for an Executive Role) PROXIMITY HCI | Enabling Off-screen HCI for ... Understanding of machine learning is major plus * Familiarity with building development tool kits ...
Join BBA as a senior engineer and put your experience towork by actively contributing to various stages of key projects in machine safety for automated systems. Your leadership skills will be put to ...
Join BBA as a senior engineer and put your experience towork by actively contributing to various stages of key projects in machine safety for automated systems. Your leadership skills will be put to ...
Join BBA as a senior engineer and put your experience towork by actively contributing to various stages of key projects in machine safety for automated systems. Your leadership skills will be put to ...
Join BBA as a senior engineer and put your experience towork by actively contributing to various stages of key projects in machine safety for automated systems. Your leadership skills will be put to ...
Senior Machine Learning Engineer information
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 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 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 job categories do people searching Senior Machine Learning Engineer jobs in Quebec look for?
The top searched job categories for Senior Machine Learning Engineer jobs in Quebec 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
Re-posted 25 days ago
Job description
Company Description
Additional Information
Ubisoft is a global leader in gaming with teams across the world creating original and memorable gaming experiences, from Assassin’s Creed, Rainbow Six to Just Dance and more. We believe diverse perspectives help both players and teams thrive. If you’re passionate about innovation and pushing entertainment boundaries, join our journey and help create the unknown!
Job DescriptionAs a Machine Learning Operations Software Engineer at Ubisoft Montréal, you will help build reliable and scalable systems that protect the trust and safety of our players.
You will join the Player Data domain within Ubisoft’s Data Office, whose mission is to use data to support players throughout their journey in a safe and respectful environment.
This role combines applied research and software engineering, with a strong focus on production deployment.
What you’ll do
- Lead end to end projects, from design to real world usage
- Design, develop, and maintain application services and APIs for data and model sharing
- Build and operate large scale data processing pipelines
- Deploy and manage scalable cloud infrastructures
- Improve platform quality and reliability
- Contribute to exploratory projects testing new data and machine learning approaches
- Write clean, efficient, and maintainable code designed for scale
- Apply modern deployment and monitoring practices for machine learning systems
- Collaborate closely with data and machine learning specialists to bring models into production
What you bring to the team
- Strong skills in software development or data engineering, using Python or Rust
- Experience designing and consuming web service APIs
- Practical knowledge of cloud environments and containerized systems (Kubernetes, ArgoCD, AWS, Terraform)
- Ability to connect high level vision with technical details
- Collaborative mindset with clear and respectful communication
- Working knowledge of machine learning, including advanced models
- Experience deploying predictive models into production
- Familiarity with large scale data processing tools or platform operations, an asset
Additional Information
- Your CV highlighting relevant skills and experiences
- Links to projects, code repositories, or systems you have contributed to