Beschreibung

As a Staff Machine Learning Engineer, you will design and implement cutting-edge ML systems while collaborating with data scientists. Your focus will be on optimizing production models and ensuring high-quality engineering practices, driving innovation in AI-powered MRI imaging.

Anforderungen

• •Deep knowledge of PyTorch and distributed training
• •Experience in ML system design
• •Experience in optimizing model architectures for efficient inference and training
• •History of building and automating complex data pipelines for ML
• •Familiarity with tools for ML in production and model deployment
• •Strong Python coding skills and expertise in best practices and design patterns
• •Experience with version control tools and creating reproducible, containerized environments
• •Well versed in CI/CD pipelines
• •Experience working with Cloud providers to scale and automate ML workflows
• •Proven technical leadership on cross-functional initiatives
• •Strategic influence in shaping technical roadmap for products
• •High technical judgment and pragmatic decision-making
• •Experience with CUDA and GPUs for accelerated computing
• •Experience with 3D data and related computational challenges
• •Experience with ML in healthcare and data privacy challenges

Aufgaben

• •Lead design and implementation of ML systems
• •Build and improve code for training ML models
• •Collaborate with data scientists to train and fine-tune ML models
• •Optimize and troubleshoot production ML code and models
• •Deploy and monitor ML models in production
• •Grow knowledge of production ML tools and concepts within the team
• •Guide the team in adopting best ML engineering practices

Tools & Technologien

Benefits