Machine Learning Architect for Scalable AI Systems & MLOps

P2P; Montreal (administrative region); On-site; CAD 60,000 - 80,000; Full time

Job summary

A diversified trading firm in Montreal is seeking a Machine Learning Specialist to design and implement scalable systems for machine learning models. The ideal candidate should have a degree in computer science or software engineering and at least 3 years of relevant experience. Responsibilities include optimizing model performance, maintaining feature pipelines, and collaborating with various stakeholders. This role offers an industry-leading benefits package and focuses on employee well-being and work-life balance.

Benefits

Continuous learning & development

Industry leading benefits package

Focus on employee well-being

Qualifications

• 3+ years of experience building software for machine learning systems.
• Experience with building, validating, deploying, monitoring, and updating production models.
• Strong understanding of machine learning and deep learning concepts.

Responsibilities

• Design and implement scalable and performant systems to serve machine learning models.
• Optimize training and inference performance of deep learning models.
• Create and maintain feature pipelines and model stores.

Skills

Machine learning concepts

Deep learning concepts

Python

Go

MLOps tooling

Problem-solving

Communication

TensorFlow

PyTorch

GPU programming

Education

Bachelor’s or Master’s Degree in Computer Science or Software Engineering

Job description

A diversified trading firm in Montreal is seeking a Machine Learning Specialist to design and implement scalable systems for machine learning models. The ideal candidate should have a degree in computer science or software engineering and at least 3 years of relevant experience. Responsibilities include optimizing model performance, maintaining feature pipelines, and collaborating with various stakeholders. This role offers an industry-leading benefits package and focuses on employee well-being and work-life balance.