Computer Vision Data Scientist

☞ ARTIDIS

View: 165

Update day: 03-04-2024

Location: Basel Basel-Stadt BS

Category: High Technology Mechanical / Technical Electrical / Electronics IT - Software

Industry: Medical Equipment Manufacturing

Position: Entry level

Job type: Full-time

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Job content

About ARTIDISARTIDIS AG is a clinical-stage health-tech start-up founded in Basel, Switzerland that has developed the first nanomechanical biomarker for cancer diagnosis and treatment optimization.The ARTIDIS nanotechnology platform integrates different types of clinical data into the ARTIDISNET digital platform, allowing physicians to significantly shorten the current diagnostic process and benefit both the patient and the healthcare system. ARTIDIS enables professionals to design personalized cancer treatment plans tailored to individual patients’ needs and desired outcomes.Job PurposeARTIDIS is changing the way cancer is diagnosed and treated. As a member of our team, you will have the opportunity to create products that will assist doctors, clinicians, nurses and patients in conducting clinical studies and providing better healthcare. A Computer Vision Data Scientist at ARTIDIS is expected to communicate and understand customer requirements.As a Computer Vision Data Scientist, you’ll be tasked to develop, deploy, and maintain computer vision models on a medical device and in the cloud.Duties and ResponsibilitiesDevelop, productionize, maintain, and improve computer vision models for image classification, segmentation and analysis with the use of deep learning and classical image analysis techniques.QualificationsRequired
  • Experience in digital health and driving innovation in health care
  • Experience developing computer vision (image processing and deep learning-based) solutions for medical images – Preference for image segmentation, object recognition
  • Experience with the Python data stack (TensorFlow, PyTorch, numpy, pandas, scikit[1]learn)
  • Experience with OpenCV
  • Writing documented, clear and efficient code
  • Understanding of how and why to use version control systems for code, data and models
  • Ability to design and implement requirements with long-term objectives in mind
  • Proactive way of thinking, communicating and working
  • Ability to work without supervision
  • High level of expression and comprehension of the English language
Preferred
  • Understanding of MLOps for automatic deployment, continuous training, and model monitoring – Preference for experience with model deployment on a medical device or edge-compute and cloud-based models
  • Understanding regulations in the medical device and software fields (and their relevance to machine learning
This position is eligible to be located in any of the following locations:
  • Basel, Switzerland
  • Houston, Texas
  • Fully Remote
Working ConditionsThe environment is a typical start-up with an intrinsically motivated international team. Our company is an excellent place for rapid advancement and offers a promising opportunity to learn and share know-how in a very agile environment. The position requires the employee to go the extra mile when needed. We are looking for a team player who appreciates directcommunication. The effort is rewarded with challenging tasks, the possibility to take responsibility, a highly driven team and work serving a significant purpose. The job position comes with a competitive salary and a bonus for outstanding performance.
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Deadline: 18-05-2024

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