Senior Machine Learning Scientist (Remote)

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Posted 7 days ago United States Salary undisclosed
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Job Description

SUMMARY:

This role is for talented Scientists with applied experience in the fields of Computer Vision and Machine Learning who will innovate and expand our product capabilities. The goal of this role is to develop techniques that solve a wide range of complex scientific and clinical problems in MRI aimed at improving patient outcomes. You will introduce new algorithms and machine learning models that solve difficult imaging tasks, make our models more accurate and robust, and introduce entirely new approaches.

RESPONSIBILITIES:

* Work alongside other scientists, software engineers, and a clinical team to help develop a new suite of intelligent medical products.
* Train various deep learning models including, but not limited to, classification, detection, segmentation, reconstruction, and denoising.
* Design and develop new machine learning algorithms while keeping abreast of the latest advances across various labs and conferences.
* Build automated solutions for large-scale, patient-facing, clinical problems.
* Formulate technical requirements, select analytics methods, identify gaps in existing methods, and develop new methods as necessary.
* Support integration of solutions into systems, releases, and regulatory documentation.

KNOWLEDGE AND SKILL:

* Experience in Computer Vision, Machine Learning, or Data Mining.
* Software engineering experience in developing and maintaining systems using Python
* Programming experience in one or more of the following: TensorFlow, PyTorch.
* Ability to design new algorithms for practical problems on real-world datasets.
* Work independently and with a minimum of supervision.

EDUCATION/EXPERIENCE REQUIRED:

* PhD (or MS with 3 years of experience)