Senior Data Scientist, Medical Image Processing Specialist

4 weeks ago

Carlsbad California, United States Alphatec Spine Full time
Job Summary

We are seeking a highly skilled and motivated Senior Data Scientist to join our team at Alphatec Spine. The ideal candidate will have a strong background in image processing, machine learning, and a keen interest in applying these skills to the field of medical imaging.

Key Responsibilities
  • Develop and improve image analysis technologies to register images from different modalities
  • Develop 3D / 2D landmark detection from images using techniques such as deep learning, CNN, etc.
  • Develop methods of testing to aid development of and quantify the accuracy of registrations
  • Partner with marketing and development teams to drive the use of medical image processing and data science across the Alphatec Spine product line
  • Participate in the development, validation, and delivery of algorithms
  • Use machine learning and statistical skills in analyzing large datasets to extract actionable insights that inform model development, experimental design, and clinical or business decisions
  • Design and build complex predictive models to address clinical and business questions
  • Develop methods to leverage/extract/process/analyze complex, high volume, high-dimensional datasets from both internal and external sources
  • Proactively report on status of development, quality, and risks to management
Requirements
  • Master's or Ph.D. degree in computer science, engineering, or a related field
  • Ability to work independently and collaboratively in a fast-paced and dynamic environment
  • Proficiency with programming languages such as Python, or C/C++
  • Expertise in image processing and algorithm development for imaging technologies such as fluoroscopy, CT, etc.
  • Experience with Radiography
  • Fluent in statistical analysis, data mining, and machine learning
  • Must be skilled at managing a significant workload and obtaining positive results, taking on additional responsibility and managing priorities as needed
  • Strong verbal and written communication skills with the ability to produce accurate, punctual reports/information, as required and thoroughly share information with others
  • Capable of creating and following realistic plans, goal setting, resource management, contingency planning, coordinating, and cooperating with others
  • Experience working positively and productively in a team environment. Highly collaborative
Preferred Experience
  • Develop 3D / 2D landmark detection from images using techniques such as deep learning, CNN, etc.
Education and Experience
  • Master's degree in a relevant quantitative discipline (e.g. in electronical engineering, computer science, applied math or a related field.)
  • Ph.D. degree preferred
  • 5+ years of experience in the fields of image processing

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