Machine Learning Engineer

Found in: Jooble CA O C2 - 1 week ago

Canada DRW Holdings, LLC. Full time

DRW is a diversified trading firm with over 3 decades of experience bringing sophisticated technology and exceptional people together to operate in markets around the world. We value autonomy and the ability to quickly pivot to capture opportunities, so we operate using our own capital and trading at our own risk. 
Canada, Europe, and Asia, we trade a variety of asset classes including Fixed Income, ETFs, Equities, FX, Commodities and Energy across all major global markets. We have also leveraged our expertise and technology to expand into three non-traditional strategies: real estate, venture capital and cryptoassets. 
DRW is a place of high expectations, integrity, innovation and a willingness to challenge consensus.
Our team works on a variety of high-impact machine learning projects across DRW's businesses, and we are looking for a Machine learning engineer to join us. In this role you will build critical systems for our machine learning models and have the chance to make great impact to our business. As a member of our team, you will be surrounded by cutting-edge technology and experienced machine learning, data and software professionals providing you with the best possible environment to succeed. You will always have interesting new projects to apply your skillset while also becoming an expert on certain areas.
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, feature stores, model stores
Monitor production models and setup retraining infrastructure to improve performance
Optimize models for deployment on different hardware configurations
Drive projects and lead new initiatives
Facilitate discussions on code implementation, testing, software architecture best practices
Actively engage with others on the team to resolve challenging design and coding issues
A bachelor’s or a master’s degree in computer science, software engineering or equivalent
~3+ years of experience building software for machine learning systems
~ Strong understanding of machine learning and deep learning concepts
~ Excellent programming and scripting skills (we predominantly work in Python and Go)
~ Experience with building, validating, deploying, monitoring, and updating production models
~ Experience with machine learning frameworks such as TensorFlow, PyTorch, TensorRT, ONNX
~ Experience with one or more of the following is an asset: distributed systems and cloud computing (Kubernetes, Docker, GCP, AWS), multi-threaded programming, hardware/software interaction

Community initiatives, volunteer program and opportunities for giving back
If you are an experienced software developer who is passionate about machine learning and enjoys working with cutting-edge technologies and solving complex problems, we encourage you to apply for this exciting position. For more information about DRW's processing activities and our use of job applicants' data, please view our Privacy Notice at .
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