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Explainable ai specialist

Perg
CADS GmbH
Inserat online seit: 8 April
Beschreibung

* Master’s or PhD in Computer Science or equivalent experience, Artificial Intelligence, Medical Informatics or a related discipline.
* Solid experience in deep learning for medical imaging, particularly with CNN-based architectures such as 2D/3D U-Net.
* Proven experience with explainable AI frameworks and techniques (e.g., Grad-CAM, SHAP, LIME, LRP, counterfactual approaches).
* Proficiency in Python and respective XAI/AI/ML libraries
* Familiarity with DICOM and medical imaging standards, as well as data privacy and regulatory considerations (e.g., GDPR, MDR).
* Ability to communicate complex technical concepts clearly to interdisciplinary teams.
* Excellent communication and teamwork skills
* Curiosity, independence and a research-oriented mindset with a passion for impactful medical AI.
* Self-driven, motivated and proactive personality


Your Tasks

As an Explainable AI Specialist, you will play a key role in making advanced medical imaging models transparent, interpretable and clinically trustworthy.
In this role you will:

* Develop and evaluate explainability methods for state-of-the-art deep learning models (e.g. 2D/3D U-Net, CNN-based architectures) applied to medical imaging data such as CT and MRI.
* Design and implement novel XAI approaches, including saliency maps, feature attribution methods and counter factual explanations, tailored to volumetric and multi-modal data.
* Visualization is crucial: Drive visualization strategies for explainable AI by deciding what to visualize, how to visualize it and when visualization best supports under standing and clinical decision-making.
* Integrate explainability pipelines into existing deep learning workflows, ensuring alignment with clinical needs and regulatory requirements
* Collaborate closely with medical experts, data scientists and software engineers to validate and deploy inter pretable AI solutions in real clinical environments.
* Document and communicate findings in technical reports, scientific publications and interdisciplinary meetings.

Instead of corporate policy, you will find collaboration with committed people on an equal footing. Mutual respect and appreciation are very important to us. Our family-like working environment provides the framework for close teamwork and allows sufficient freedom for the individual development of all employees. In the right environment, work is fun—our benefits play a secondary role.


Flexible working hours, home office and workation

We always say: What counts is the result and not whether you are present in the office from 8:00 am to 5:00 pm. That is why our team can arrange their time independently and flexibly.


Hardware and equipment

It is important to us that our employees have everything they need at their workplace. We are happy to provide our employees with their own notebook, company telephone, etc. if required.


Individual further training opportunities

Our employees should always be up to date. That’s why we cover up to 100% of the costs of training and continuing education. Also for books and technical literature.


Company team

A fit mind is related to a fit body. That’s why we are happy to pay the participation fee when our team takes part in sports events together.

Sometimes you just need some fun to get back to full power at work. That’s why you can find our team now and then at the football table in our fun corner.


Company events

Our employees are often faced with tough challenges, and successes should be celebrated appropriately. That is why we attach great importance to joint employee events.


JobRad

Stay fit and eco-friendly with JobRad – whether you’re commuting to work or riding in your free time. Through CADS, you can easily lease the bike of your choice.

Fresh snacks and meals right at the office every day? The “Schrankerl” fridge makes it easy – and we cover 20% of the cost for you!


Diversity of innovation

Diverse and forward-looking projects that use innovative technologies to shape medical technology in the long term and make your everyday work exciting.

Free parking in Perg and Ansfelden, and close proximity to the train station.

Group health insurance with premium advantages


About CADS

CADS GmbH, based in Perg, in collaboration with the KLS Martin Group, is the world’s leading medical device manufacturer for surgical innovation with its visionary software solutions for professional use.

Digital Health is our Passion. This passion has been the basis of our success for 15 years and makes us a very special employer. We create groundbreaking software solutions that benefit patients and physicians worldwide.

We are constantly working on new developments and industry solutions and see the ideas, skills and potential of our employees as a central component.

You would like to join us on this path and contribute to helping people with your work? Then we would be happy to get to know you and welcome you to our team.

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