City:  Fürth
Date:  Jun 15, 2022

Software Developer - Development of multimodal Reconstruction Methods

The Fraunhofer-Gesellschaft (www.fraunhofer.com) currently operates 76 institutes and research institutions throughout Germany and is the world’s leading applied research organization. Around 30 000 employees work with an annual research budget of 2.9 billion euros. 

The group »Operator based learning« in Fürth deals with incorporating knowledge from physics, signal processing and mathematics into Deep Learning models and increasing the generalizability of the generated solution and reducing the dependency on training data. We develop solutions for signal reconstruction in the context of industrial metrology and non-destructive material testing.

 

Are you interested in signal reconstruction and machine learning? 
Then take a look at our job offer!

 

 

What you will do

We are looking for a software developer to develop multimodal reconstruction methods based on analytical as well as novel machine learning methods in the context of industrial metrology and non-destructive material testing. Your tasks will include the algorithmic implementation of existing reconstruction methods and their methodological development and combination into novel multimodal methods. Parts of the developed procedures should be implemented by data-driven methods.

 

What you bring to the table

  • A scientific degree (Master, PhD or equivalent) in Electronics, Computer Science, Natural Science, Engineering Science or a related subject
  • Experience in using C++ and CUDA
  • Background in signal processing and computer vision
  • Confident with version control like GIT and units tests framework like google test
  • Expertise in machine learning or reconstruction would be desirable 
  • Knowledge of Python and Pytorch / Tensorflow is an advantage

 

The position is also suitable for career starters with corresponding prior knowledge and experience from internships, student research projects or final theses.

 

What you can expect

  • Projects with a strong practical component motivate our employees to drive innovation.
  • We value personal contact: Through our structured onboarding process, you easily become familiar with our institute and are able to extend your network successfully.
  • We take your needs seriously: We support your work-life-balance by offering flexible working hours and hybrid work.
  • You will have ample opportunity to meet your colleagues in our community rooms, at sports courses (at the institute and online) and many other events.
  • Our colleagues enjoy our positive work culture: We are open-minded, help and trust each other.
  • Your goals and interests are important to us: We offer ongoing professional and personal seminars, coaching as well as language courses.

 

The weekly working time is 39 hours. It is also possible to work part-time. The position is initially limited to 2 years with the aim to extend it subsequently

 

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability. 

 

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future. 

 

 

Interested?

Apply online now (PDF: cover letter, CV, transcripts).

We look forward to getting to know you!
 

 

Important: Please do not forget to click on the "Apply" button after clicking the "Save" button, otherwise your application will not reach us.

 

Nina Wörlein

personalmarketing@iis.fraunhofer.de

09131-776 1684

Fraunhofer Institute for Integrated Circuits IIS 

www.iis.fraunhofer.de 

 

Requisition Number: 39860               

 


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