Software Developer – Machine Learning for Process Step Modeling
503162-EZRT_Software Developer_Machine Learning for Process Step Modeling_EN_54262.pdf
Machine Learning for Process Step Modeling
) 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.
works to bring expertise from physics, signal processing and
mathematics to deep learning models in order to increase the generalizability of solutions and to reduce dependency on
training data. We design signal reconstruction solutions for indu
strial metrology and nondestructive material testing.
Are you interested in machine learning?
If so, take a look at our job opening!
We are looking for a research associate to help develop new ways to map and train process steps
learning. Your role will involve, amongst other things, developing differentiable models for mapping process steps for
material flow optimization with a view to creating closed cycles. You will also create and assess the data for
What you bring to the table
A higher education qualification in computer science or a related subject
Expertise in C++, Cuda and Python
Specialist background in machine learning, particularly in neural networks
Ideally knowledge of computer vision or signal processing
Experience using PyTorch/TensorFlow would be an advantage
We are also happy to welcome applications of
committed Junior Professionals
practical experience from internships, student research projects or final theses.
What you can expect
Projects with a strong
motivate our employees to drive innovation.
We value personal contact: Through our
, you easily become familiar with our
institute and can extend your network successfully.
We take your needs seriously: We support your
by offering flexible working hours and hybrid
Our colleagues enjoy our
: We are open
minded, help and trust each other.
Your goals and interests are important to us: We offer ongoing
personal seminars, coaching
as well as language courses.
The weekly working time is 39 hours. It is also possible to
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 so
cial origin, religion, ideology, disability, sexual orientation and identity. Severely
disabled persons are given preference in the e
vent of equal suitability.
With its focus on developing key technologies that are vital for the future and enabling the c
ommercial 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 futur
now (PDF: cover letter, CV, transcripts).
We look forward to gettting to know
Important: Please do not forget to click on the "Apply" button after clicking the "Save" button, otherwise
your application will not reach us.
Fraunhofer Institute for Integrated