Data Scientist - Imaging Physics Research

The University of Texas MD Anderson Cancer Center
3 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Junior

Job location

Remote

Tech stack

Java
Algorithm Design
Artificial Neural Networks
Computer Vision
C++
Hospital Information Systems
Computational Biology
Computer Programming
Databases
Computer Engineering
Image Analysis
Data Files
R
Python
Linear Programming
Matlab
Object-Oriented Software Development
Open Source Technology
TensorFlow
Scientific Computating
SciPy
Software Systems
SQL Databases
PyTorch
Pandas
Scikit Learn
Information Technology
Software Library

Job description

Algorithm Development & Research

  • Develop algorithms for image analysis, including segmentation and registration
  • Develop and implement machine learning and deep learning algorithms for image-guided surgery research
  • Apply optimization, computer vision, and image analysis techniques to complex image registration problems
  • Define and compute key model performance metrics
  • Design and conduct rigorous laboratory and clinical experiments to test hypotheses and validate models

Collaboration & Clinical Translation

  • Collaborate and consult with surgeons, engineers, and data scientists to define and resolve analytical problems
  • Work in multidisciplinary research related to systems engineering, technology development, and data-intensive surgical methods
  • Support translational research in image-guided surgery, orthopaedic surgery, and neurosurgery
  • Communicate with research and clinical stakeholders to share findings and best practices

Data Analysis & Software Development

  • Design, develop, and implement research algorithms and software solutions
  • Analyze and interpret large medical imaging datasets to identify trends and patterns
  • Work with medical image datasets, PACS, and hospital information systems
  • Provide ongoing support for existing software systems as they evolve

Reporting, Presentation & Professional Engagement

  • Communicate results clearly in written and oral formats for technical and non-technical audiences
  • Present research findings at internal and external meetings and scientific conferences
  • Prepare final reports in required formats by established deadlines
  • Stay current with advances in image-guided surgery, image analysis, and optimization techniques
  • Learn new methods and support others in the adoption of emerging techniques, This position may be responsible for maintaining the security and integrity of critical infrastructure, as defined in Section 113.001(2) of the Texas Business and Commerce Code and therefore may require routine reviews and screening. The ability to satisfy and maintain all requirements necessary to ensure the continued security and integrity of such infrastructure is a condition of hire and continued employment.

Requirements

The ideal candidate has an advanced academic background in science or engineering with hands-on experience in scientific software development and image analysis. This individual brings practical expertise in optimization, computer vision, and machine learning or deep learning methods applied to medical imaging, along with experience working with complex medical image datasets. Strong programming skills, statistical rigor, and the ability to communicate technical concepts clearly to both technical and non-technical stakeholders are essential for success in this collaborative research environment., * Required: Bachelor's Degree in Biomedical Engineering, Electrical Engineering, Computer Engineering, Physics, Applied Mathematics, Science, Mechanical Engineering, Computer Science, Statistics, Computational Biology, or related field.

  • Preferred: Master's Degree Science, Engineering or related field.
  • Preferred: PhD Science, Engineering or related field.

WORK EXPERIENCE

  • Required: 3 years Scientific software or industry development/analysis experience. or
  • Required: 1 year Required experience with Master's degree. or
  • Required: With PhD, no experience required.

OTHER REQUIREMENTS

  • Required: Demonstrated experience with computing or programming using Python, Matlab, R, C++, Java, and or SQL, experience with machine learning and deep learning methods including neural network design, experience with statistical analysis, familiarity with modern object-oriented programming languages such as Python, C++, and or Java, experience with open source image analysis, image guidance, and optimization packages such as 3D Slicer, VTK, ITK, and IGT Link, experience with large scale mixed-integer linear programming, experience working with medical image data sets, PACS, and hospital information systems, ability to communicate results clearly in written and oral formats, ability to explain technical concepts to non-technical stakeholders, and ability to work independently and manage multiple projects simultaneously
  • Preferred: Background knowledge and experience in optimization and computer vision, experience with medical image datasets and image analysis techniques including segmentation and registration, experience with open source scientific computing and machine learning libraries such as PyTorch, TensorFlow, pandas, scipy, and scikit, experience with database languages such as SQL, and experience in image-guided surgery research including surgical tracking and navigation systems and related open source libraries

Benefits & conditions

This role offers the opportunity to contribute directly to mission-driven research that advances image-guided surgery and improves patient care through innovation in data science and medical technology. UT MD Anderson supports professional growth through collaboration with world-class clinicians and researchers while promoting a balanced and supportive work environment focused on meaningful scientific impact.

  • Employer-paid medical coverage starting day one for employees working 30+ hours/week, plus optional group dental, vision, life, AD&D, and disability insurance.
  • Accruals for PTO and Extended Illness Bank, plus paid holidays, wellness, childcare, and other leave options.
  • Tuition Assistance Program after six months of service and access to extensive wellness, fitness, and employee resource groups.
  • Defined-benefit pension through the Teachers Retirement System, voluntary retirement plans, and employer-paid life and reduced salary protection programs., The University of Texas MD Anderson Cancer Center offers excellent benefits, including medical, dental, paid time off, retirement, tuition benefits, educational opportunities, and individual and team recognition.

About the company

The University of Texas MD Anderson Cancer Center is a leading institution focused on cancer care, research, education, and prevention. In this environment, the Data Scientist - Imaging Research contributes to the development and clinical translation of advanced imaging, image analysis, and registration methods. The Data Scientist - Imaging Research works closely with surgeons and scientific collaborators across UT MD Anderson, with primary areas of impact including orthopaedic surgery and neurosurgery. The Data Scientist - Imaging Research plays a key role in advancing computational approaches that support innovative, data-driven surgical care.

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