Software Developer
Siemens AG
Großmehring, Germany
3 days ago
Role details
Contract type
Permanent contract Employment type
Part-time / full-time Working hours
Regular working hours Languages
English, German Experience level
IntermediateJob location
Großmehring, Germany
Tech stack
Artificial Intelligence
Artificial Neural Networks
C++
Nvidia CUDA
Image Analysis
EHealth
Python
Machine Learning
OpenMP
Parallel Computing
Performance Tuning
Rapid Prototyping Process
Software Engineering
Systems Architecture
Real Time Systems
Information Technology
Machine Learning Operations
Job description
- You develop, design, and implement customized neural network architectures (e.g., CNNs, RNNs, transformers) to improve medical imaging and interventional therapies.
- You are responsible for the application and optimization of deep learning models specifically for medical image data and their integration into real-time systems.
- You ensure the efficient implementation and performance optimization of these models on GPU and CPU architectures.
- You play a proactive role in software design and system architecture with a focus on AI-supported solutions and ensuring product quality throughout the entire life cycle.
- You work in an agile, interdisciplinary, and international team and in close cooperation with research, product management, innovation, and user experience.
To find out more about the specific business, have a look at https://www.siemens-healthineers.com/products-services
Requirements
This position is full-time or part-time with a minimum of 30h/week., * You have a degree in computer science, electrical engineering, information technology, or a comparable field with a focus on artificial intelligence and image processing. A PhD is desirable.
- You have several years of professional experience in software development, ideally in the field of medical image processing and AI-supported image analysis.
- You have in-depth knowledge of software development for real-time systems and the development of high-quality product code in C++.
- You have proven experience in Python programming for rapid prototyping.
- You have experience in the design and implementation of neural networks and in working with neural network formats such as ONNX and optimization SDKs such as TensorRT.
- You have knowledge of developing parallel algorithms with CUDA, NVIDIA Nsight, and OpenMP.
- You have experience with MLOps principles and tools for automating, monitoring, and scaling machine learning models in productive, regulated environments.
- Ideally, you have professional experience in regulated healthcare or medical image processing., * You will impress us with your willingness to learn and your motivation to continuously develop your skills in the areas of AI and image processing and to keep up with the latest research trends.
- As a team player, you are confident in our agile, international environment. You speak English very well; knowledge of German is an advantage.
- A structured, methodical, and results-oriented approach to work with good time management and a high degree of personal responsibility is a matter of course for you.
- You score points with your strong communication skills - you find it easy to express your point of view and present technical results clearly and vividly.
About the company
Do you want to help create the future of healthcare? Our name, Siemens Healthineers, was selected to honor our people who dedicate their energy and passion to this cause. It reflects their pioneering spirit combined with our long history of engineering in the ever-evolving healthcare industry.
We offer you a flexible and dynamic environment with opportunities to go beyond your comfort zone in order to grow personally and professionally. Sounds interesting?
Then come and join our global team as Software Developer for AI-based Medical Image Analysis (f/m/d).
Choose the best place for your work - Within the scope of this position, it is possible, in consultation with your manager, to work mobile (within Germany) up to an average volume of 60% of the respective working hours.
Even more flexibility? Mobile working from abroad is possible for up to 30 days a year under certain conditions and in selected countries., Siemens Healthineers is a leading global medical technology company. 73,000 dedicated colleagues in over 70 countries are driven to shape the future of healthcare. An estimated 5 million patients across the globe benefit every day from our innovative technologies and services in the areas of diagnostic and therapeutic imaging, laboratory diagnostics and molecular medicine, as well as digital health and enterprise services.
Our culture:
Our culture embraces different perspectives, open debate, and the will to challenge convention. Change is a constant aspect of our work. We aspire to lead the change in our industry rather than just react to it. That's why we invite you to take on new challenges, test your ideas, and celebrate success. Check our Careers Site at https://www.siemens-healthineers.com/de/careers