ML Quantitative Researcher - Production Systems for Trading

DRW Holdings, LLC.; Montreal (administrative region); On-site; CAD 100,000 - 150,000; Full time

Job summary

A leading trading firm in Montreal seeks a Machine Learning Quantitative Researcher to drive projects that enhance machine learning models. Ideal candidates have a PhD in computer science or equivalent, with 4+ years of software development experience. Responsibilities include system implementation, model optimization, and collaboration with multiple departments. You will thrive in a fast-paced environment while working with cutting-edge technology and a talented team committed to innovative solutions.

Benefits

Industry-leading benefits package

Continuous learning & development opportunities

Work-life balance initiatives

Qualifications

• 4+ years of experience building software for machine learning systems.
• Experience with building, validating, deploying, and monitoring production models.
• Strong background in probability, statistics, and information theory.

Responsibilities

• Research, design and implement scalable systems for machine learning models.
• Own the full model lifecycle from idea to production and monitoring.
• Optimize training and inference performance of machine learning models.

Skills

Probability and statistics

Machine learning algorithms

Clean and modular code writing

Problem-solving skills

Collaboration skills

GPU programming (CUDA, OpenCL)

Education

Advanced degree (PhD preferred) in relevant fields

Tools

MLOps infrastructure and tooling

Job description

A leading trading firm in Montreal seeks a Machine Learning Quantitative Researcher to drive projects that enhance machine learning models. Ideal candidates have a PhD in computer science or equivalent, with 4+ years of software development experience. Responsibilities include system implementation, model optimization, and collaboration with multiple departments. You will thrive in a fast-paced environment while working with cutting-edge technology and a talented team committed to innovative solutions.