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ABAbbott

(Senior) Software Engineer Deep Learning and Algorithms(m/w/x)

München
Full-timeOn-siteExperienced
AI/ML

Developing deep learning algorithms for medical imaging and 3D segmentation pipelines. At least 3 years of deep learning and computational geometry experience required. Company bike, employee stock purchase program.

Requirements

  • MSc or PhD in Computer Science, Biomedical Engineering, Applied Mathematics, or related technical field
  • At least 3 years developing deep learning models and computational geometry algorithms
  • Strong software development skills in Python
  • Experience with TypeScript
  • Experience with AWS-based cloud products
  • Background in medical image analysis (CT/MRI/echo)
  • Experience with 3D data processing
  • Experience with mesh handling
  • Experience with geometric feature extraction
  • Solid understanding of algorithm optimization
  • Solid understanding of numerical stability
  • Solid understanding of rigorous validation methodologies
  • Experience collaborating with engineering, product, clinical, and quality teams
  • Experience in medical or regulated environments
  • Strong communication skills
  • Structured problem-solving capabilities
  • High sense of ownership

Tasks

  • Develop algorithms for deep learning, computational geometry, and medical imaging
  • Build and optimize 3D segmentation, modeling, and measurement pipelines
  • Design, train, and validate DL models and geometry methods
  • Collaborate with Product and Engineering teams to meet clinical needs
  • Work with Clinical, Regulatory, and Quality teams to ensure compliance
  • Improve algorithm accuracy, robustness, and computational efficiency
  • Contribute to research and exploration of new methods

Work Experience

  • 3 years

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • TypeScript
  • AWS

Benefits

Retirement Plans

  • Abbott Pension Plan

Company Bike

  • Company bike

Competitive Pay

  • Employee stock purchase program
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Abbott and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.

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