R&D engineer for medical imaging - AI
ROMANIA
Job description
We enable you to unlock the digital future of our clients! As a strategic advisor & trusted implementation partner in digital transformation & industrial IoT, we support our clients on their unique digitalization journey along the whole value chain. Offering services from consulting to design & prototyping to solution & implementation and operations
Fueled by innovative minds like you, we at Siemens Advanta Development realize the digital journeys of our clients. Every day, our global team of over 9000 experts applies world class technologies and skills to develop future oriented digital products and solutions across a broad range of industrial domains. Reimagine the future with us.
We are searching for a new colleague to join our innovative Image Fusion & Analytics team. If you are passionate about research, AI and image processing, then read on to discover a great career opportunity!
This is your role:
- Performing research, development and evaluation of methodologies and systems for solving inverse problems in medical imaging (MR, CT, US, X-ray, PET, SPECT etc.) tasks.
- Creating scalable prototypes for applications in the medical and customer service domains.
- Generating intellectual property and scientific manuscripts to showcase novel reconstruction applications in top-ranked journals/conferences.
- Collaborating with senior R&D and business partners on integration of prototypes within current and new products.
- Identifying and applying problem-solving skills in addressing scientific and business challenges of interest to the company.
What we are looking for:
- Demonstrates and applies a broad knowledge of machine learning and deep learning.
- Demonstrates research experience working on inverse problems in imaging, image science and medical imaging.
- Expertise in digital signal and image processing.
- Proficient in deep learning frameworks such as PyTorch, TensorFlow, Keras, etc.
- Demonstrates solid background in math / physics.
- Demonstrates strong hands-on experience in Python programming.
- Familiar with fundamental concepts, practices, and principles of software development, version control, and scalable infrastructure/platforms.
- Able to work well as an individual contributor and within a multidisciplinary team.
Optional
- PhD in computer science field (or master’s and currently in a PhD program).
- Provides track record of publications & presentations at top-tier conferences / competitions.
At Siemens, we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow‘s reality. Find out more about the Digital world of Siemens here: www.siemens.com/careers/digitalminds
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.