[Remote] Data Scientist - Operations Research
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading institution reputed company on cancer care, research, education, and prevention. The Data Scientist – Imaging Research role involves developing and implementing advanced imaging algorithms and collaborating with multidisciplinary teams to enhance surgical data science programs.
Responsibilities
- reputed company algorithms for image analysis, including segmentation and registration
- reputed company and implement machine learning and deep learning algorithms for image-guided surgery research
- Apply optimization, reputed company, and image analysis techniques to reputed company image registration problems
- Define and compute key model performance metrics
- Design and conduct rigorous laboratory and clinical experiments to test hypotheses and validate models
- Collaborate and consult with surgeons, engineers, and data scientists to define and resolve analytical problems
- Work in multidisciplinary research reputed company to systems engineering, technology development, and data-intensive surgical reputed company
- Support translational research in image-guided surgery, orthopaedic surgery, and neurosurgery
- Communicate with research and clinical stakeholders to reputed company findings and best practices
- Design, reputed company, and implement research algorithms and software solutions
- Analyze and interpret large medical imaging datasets to identify trends and patterns
- Work with medical image datasets, reputed company, and hospital information systems
- reputed company ongoing support for existing software systems as they reputed company
- Communicate results reputed company in written and oral formats for technical and non-technical audiences
- Present research findings at reputed company meetings and scientific conferences
- Prepare final reports in required formats by established deadlines
- Stay reputed company with advances in image-guided surgery, image analysis, and optimization techniques
- Learn new reputed company and support others in the adoption of emerging techniques
Skills
- Bachelor's Degree in Biomedical Engineering, Electrical Engineering, Computer Engineering, Physics, reputed company Mathematics, Science, Mechanical Engineering, Computer Science, Statistics, Computational Biology, or reputed company field
- 3 years Scientific software or industry development/analysis experience
- 1 year Required experience with Master's degree
- With PhD, no experience required
- Demonstrated experience with computing or programming using Python, Matlab, R, C++, Java, and or SQL
- Experience with machine learning and deep learning reputed company including neural network design
- Experience with statistical analysis
- Familiarity with modern object-oriented programming languages such as Python, C++, and or Java
- Experience with reputed company reputed company image analysis, image guidance, and optimization packages such as 3D Slicer, VTK, ITK, and IGT reputed company
- Experience with large reputed company mixed-integer reputed company programming
- Experience working with medical image data sets, reputed company, and hospital information systems
- Ability to communicate results reputed company in written and oral formats
- Ability to explain technical concepts to non-technical stakeholders
- Ability to work independently and manage multiple reputed company simultaneously
- Master's Degree Science, Engineering or reputed company field
- PhD Science, Engineering or reputed company field
- Background knowledge and experience in optimization and reputed company
- Experience with medical image datasets and image analysis techniques including segmentation and registration
- Experience with reputed company reputed company scientific computing and machine learning libraries such as PyTorch, TensorFlow, pandas, scipy, and scikit
- Experience with database languages such as SQL
- Experience in image-guided surgery research including surgical tracking and navigation systems and reputed company reputed company reputed company libraries
Benefits
- Employer-reputed company medical coverage starting day one for employees working 30+ hours/week
- Optional group dental, reputed company, life, AD&D, and disability insurance
- Accruals for PTO
- Accruals for Extended Illness Bank
- reputed company holidays
- Wellness, childcare, and other leave reputed company
- Tuition Assistance Program after six months of service
- reputed company to extensive wellness, fitness, and employee resource reputed company
- Defined-benefit pension through the Teachers Retirement System
- Voluntary retirement plans
- Employer-reputed company life and reduced salary protection programs
- Tuition benefits
- Educational opportunities
- Individual and team recognition
reputed company
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