This job offer is unpublished.

Medical Image Processing Internship: Algorithm Development for Analysis and Visualization

Juniors accepted
Internship
Data Scientist
40k€ ➞ 50k€/year
Deep learning
Machine Learning
D3

Team Description 👨‍💻👩‍💻

  • Kitware's Medical Computing team solves complex healthcare challenges through customized software solutions.
  • Provides research, development, and technology integration services to research centers, universities, and companies in the medical and biomedical sectors.
  • Join a dynamic multidisciplinary work environment with exceptionally talented computer scientists, software engineers, mechanical engineers, and biomedical engineers.

About the Projects 🛠️

  • Build powerful software solutions using well-established open-source platforms, including VTK, ITK, 3D Slicer, Pulse, CMake, and ParaView.
  • Commercial projects involve generating solutions for medical device companies from ultrasound and preclinical imaging companies to surgery device companies.
  • Research projects involve collaborations with top research institutions and build on open-source platforms.

About the Internship 📅

  • Full-time internship for 6 months, starting on or before January 2025.
  • Collaborate with world-class coworkers and external researchers.

Responsibilities ⚙️

  • Develop and refine algorithms for medical image analysis, including techniques for feature extraction, object detection, and classification.
  • Develop predictive models for the analysis of longitudinal multimodal medical data using advanced techniques.
  • Implement and fine-tune machine learning or deep learning models to analyze medical images, ensuring proper evaluation and validation of model performance.
  • Deploy software applications and infrastructure used by people every day around the globe to improve the world.
  • Encouraged to publish the results of your work in academic papers submitted to premier conferences or journals.
  • Produce high-quality software for challenging image analysis problems and contribute to large-scale software infrastructure and open-source projects.

Required Qualifications 🎓

  • Enrolled in a Master's or Ph.D. program in computer science or a related field with the corresponding emphasis on scientific computing, medical imaging, computer vision, and/or machine learning.
  • Proficiency in C/C++ or Python.
  • Experience in designing deep learning models for image understanding problems such as image classification, object detection, and semantic segmentation.
  • Familiarity with high-quality software processes, such as unit and integration testing, revision control (Git), documentation, software review, and continuous integration tools (Jenkins, GitHub Actions, GitLab CI/CD).

Compensation 💰

4040 - 50 an hour

Company Description 🏢

  • Kitware is a research and development software solutions provider with a mission to advance science, make a positive impact, and share our results.
  • Improving healthcare outcomes, increasing national security, and advancing our national computing infrastructure.
  • Customers and collaborators include top universities, government organizations, national research labs, medical device manufacturers, car manufacturers, financial institutions, and many others.
  • 100% employee-owned and Great Place to Work-Certified™.

Additional Information ℹ️

  • Kitware actively subscribes to a policy of equal employment opportunity.
  • Any unsolicited resume sent to Kitware will be considered Kitware property.
  • Kitware will not pay a fee for any placement resulting from the receipt of an unsolicited resume.
  • If you need assistance with applying or interviewing for a role due to a disability or special need, please reach out directly to our HR team at [email protected] at any time during the hiring process.
Reference :KMIPIADFAAV

Skills

Data
Deep learning
Machine Learning
D3
Tooling
Git
Github
Gitlab
Ops
Jenkins
No code
Make
Backend
Python