Machine Learning Specialist - Hamburg, Deutschland - Danfoss

Danfoss

Geprüftes Unternehmen

Hamburg, Deutschland

vor 3 Wochen

Geschrieben von:

Lena Wagner

beBee Recruiter

Beschreibung

Requisition ID:

Job Location(s): Hamburg, DE Nordborg, DKAt Danfoss Climate Solutions, within the
Digital Engineering Enablers team, we are currently looking for a Machine Learning Spacialist (M/F/d).

Location should be
Hamburg, Germany or Nordborg, Denmark.

We believe Artificial Intelligence (AI) will help us drive productivity and speed in development and solve specific problems in new ways.

This position will focus on supporting the Danfoss Digital Engineering Enablers initiative in building up and leveraging Machine Learning competences for faster simulation and design exploration, and content summarization.

Responsibilities:

In this role, you drive the adoption of machine learning as an engineering competence to help develop sustainable solutions faster.

Your main tasks will be:

Support machine learning competence development by training and coaching others. Coach on concepts and techniques of model reduction (e.g., of complex thermodynamics and fluid dynamics systems), uncertainty quantification, interpretability of a machine learning models, physicsinformed neural networks.
Create and maintain the state of practice: What are best practices for the generation of data used for training and testing neural network models? How accurate is the output of the trained network beyond the range of parameters considered in the input? How does the trained network generalize to other problems, for example, changes in geometry, topology, initial conditions, etc.
Facilitate communities to disseminate new insights and share best practice

Background & Skills:

The work in this role will be at the intersection of mathematics, computing, data science and engineering. A degree in engineering (mechanical, electrical or electronics) is a plus.

Additionally, we are looking for:

5+ years of experience machine learning using Azure, TensorFlow, Jupyter notebooks, Python or similar
Software development skills and experience in using Modeling & Simulation in product development is a plus
Good soft skills for coordinating project teams and connecting to people
Able to inspire people and be a driver

For further information about the position, please contact Catharina Cuerten, Talent Acquisition Specialist at

Employee Benefits:

We are excited to offer you the following benefits with your employment:

Bonus system
Flexible working hours
Possibility to work remotely
Pension plan
Personal insurance
Communication package
Opportunity to join Employee Resource Groups
State of the art virtual work environment

Danfoss - Engineering Tomorrow:

At Danfoss, we are engineering solutions that allow the world to use resources in smarter ways - driving the sustainable transformation of tomorrow.

No transformation has ever been started without a group of passionate, dedicated and empowered people.

We believe that innovation and great results are driven by the right mix of people with diverse backgrounds, personalities, skills, and perspectives, reflecting the world in which we do business.

To make sure the mix of people works, we strive to create an inclusive work environment where people of all backgrounds are treated equally, respected, and valued for who they are.

It is a strong priority within Danfoss to improve the health, working environment and safety of our employees.

Following our founder's mindset "action speaks louder than words", we set ourselves ambitious targets to protect the environment by embarking on a plan to become CO2 neutral latest by 2030.

Danfoss is an EO employer and VEVRAA Federal Contractor.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, veteran status, or other protected category.