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Machine Learning Research Scientist

  • Anywhere

Company :
Hologic

Location :
Santa, Idaho

Expiry Date :
Fri, 16 Apr 2021 23:59:59 GMT

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Description :
Machine Learning Research Scientist Position Summary Our team develops advanced image processing and machine learning algorithms for cutting-edge A.I. based medical imaging products. We are a dynamic group of scientists and engineers, with diverse backgrounds from image processing, computer vision, medical imaging, pattern recognition and machine learning, working collaboratively in a high energy environment on innovative imaging products that save lives. Duties and Responsibilities + Develop machine learning and pattern recognition algorithms for medical imaging applications, including detecting and classifying objects in 2D and 3D medical images + Design and implement sophisticated image processing and analysis algorithms + Carry out machine learning research, including investigating and evaluating latest deep learning algorithms and AI technology + Design/run machine learning experiments, using different deep learning software packages and platforms, across different OS platforms (e.g. Windows and Linux) + Support the efforts to improve the performance and scalability of our machine learning architecture + Support the efforts to design and build scalable clinical database infrastructure + Automate and optimize our internal development tools and processes + Carry out software development tasks for product releases and contribute to define our product roadmap + Design and develop products that can provide workflow and visualization solutions for radiology + Implement custom machine learning codes and algorithms, deploy the machine learning solutions and algorithms into production + Create software tools for effective algorithm training and testing, perform software validation and verification, maintain programs including trouble-shooting service request cases and performing bug-fixes & modifications + Represent R & D and support cross-functional teams for internal/external events such as trade shows and customer visits + Carry out literature research, investigate and evaluate existing technologies + Communicate ideas and brainstorm with fellow researchers on ideas and problems + Contribute to the summer internship research program, including mentoring and supervising interns + Other duties as assigned Qualifications and Experience + Advanced degree with research experience in machine learning and image analysis is required + Proficiency with C/C++ programming in a Windows environment is required + Extensive experience with Python, TensorFlow and PyTorch is required + Extensive experience with machine learning algorithm (including deep learning) is required + Extensive experience with image processing algorithm development with medical imaging applications is beneficial; extensive background knowledge in computer vision is also beneficial + Prior experience with GPU programming (CUDA) and GPU optimization is beneficial + Prior experience with breast imaging modality and/or Ultrasound imaging is beneficial + Good documentation and communication skills are beneficial Education + Master and above degree with background in machine learning and image processing Additional Details + Organization name: CAD Science, Advanced Technology Development + Position reports to: Director, CAD Science + Location: TBD (Santa Clara, CA or Newark, DE) + Special physical/mental requirement: None Agency and Third Party Recruiter Notice: Agencies that submit a resume to Hologic must have a current executed Hologic Agency Agreement executed by a member of the Human Resource Department. In addition Agencies may only submit candidates to positions for which they have been invited to do so by a Hologic Recruiter. All resumes must be sent to the Hologic Recruiter under these terms or they will not be considered. _Hologic, Inc. is proud to be an Equal Opportunity Employer inclusive of disability and veterans._