Software Developer – Machine Learning for Process Step Modeling – Erlangen

Software Developer – Machine Learning for Process Step Modeling



503162-EZRT_Software Developer_Machine Learning for Process Step Modeling_EN_54262.pdf

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Software D


Machine Learning for Process Step Modeling

The Fraunhofer

Gesellschaft (

) 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 »


based Learning

« grou

p in


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!

What you

will do

We are looking for a research associate to help develop new ways to map and train process steps

using machine

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



, gray

and white

box models.

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


basic knowledge

and first

practical 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 onboa

rding process

, 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

positive wor

k culture

: 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

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 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.

Nina Wörlein

[email protected]


776 1684

Fraunhofer Institute for Integrated

Circuits IIS

Requisition Number



Application Deadline

: none





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