Artificial Intelligence Systems Architect
2 days ago
About DRW
DRW is a diversified trading firm with over three decades of experience bringing sophisticated technology and experienced professionals 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 trade at our own risk.
Job Description
We are looking for an Artificial Intelligence Systems Architect to join our team. In this role, you will design and implement scalable and performant systems to serve machine learning models. This includes optimizing training and inference performance of deep learning models, creating and maintaining feature pipelines, feature stores, model stores, monitoring production models, and setting up retraining infrastructure to improve performance.
Requirements
To be successful in this role, you will need:
- a bachelor's or master's degree in computer science, software engineering, or equivalent
- 6+ years of experience building software for machine learning systems
- a 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
Salary and Benefits
The estimated salary for this position is $170,000 per year, based on national averages and industry standards. Additionally, we offer a comprehensive benefits package, including health insurance, retirement plans, and paid time off.
Why Work at DRW?
If you are passionate about artificial intelligence and enjoy working with cutting-edge technologies, we encourage you to apply for this exciting position. Our team works on a variety of high-impact machine learning projects, and we offer a collaborative and dynamic work environment that fosters innovation and growth.
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