Datenanalytiker im Bereich 3D Machine Learning (m/w/d)
Permanent Employment
Darmstadt
)Datenanalytiker im Bereich 3D Machine Learning (m/w/d)
Was können Sie erwarten?
- Sie passen Modelle an und trainieren sie, treffen Entscheidungen über die Datensammlung und -beschriftung und optimieren ML-Pipelines für Geschwindigkeit und Speichernutzung
- Sie entwerfen neue Machine-Learning-Algorithmen, um reale Probleme zu lösen
- Sie erstellen Datenverarbeitungs-Pipelines für die Vor- und Nachverarbeitung der Machine-Learning-Modelle sowie Prozesse zur Validierung der Leistung und Robustheit der ML-Pipelines zur Testzeit
Was bieten wir Ihnen?
- Flexible Arbeitszeiten
- Hybride Arbeit, Homeoffice an Montagen und Freitagen möglich
- Spannende und abwechslungsreiche Tätigkeiten in einem dynamischen und wachstumsorientierten Softwareunternehmen
- Positive Arbeitsatmosphäre, die sowohl individuelle Freiheit als auch Verantwortung fördert
- Starke Teamdynamik und sehr gute Arbeitsatmosphäre
- Moderne Büros und Arbeitsplätze mit den neuesten Technologien
- Weiterbildungsmöglichkeiten
- Firmenevents
- Sportmöglichkeiten und Work-Life-Balance
- Kostenlose Getränke, Obst und Snacks / Kantine mit eigenem Koch
- Gute Verkehrsanbindung
- JobTicket und JobRad
Company Doctor
Paid Continuing Education
Parental Leave
Employee Discounts
Company Pension Scheme
Travel allowance
Was sollten Sie mitbringen?
- Sie haben einen Hintergrund in Computergrafik / Computer Vision / Machine Learning sowie umfangreiche Erfahrung in Python und Bibliotheken wie PyTorch, trimesh, pymeslab, open3d, libigl, numpy, opencv, scikit und scipy
- Sie sind in der Lage, an anspruchsvollen Forschungsprojekten zu arbeiten und gleichzeitig eine produktorientierte Denkweise zu haben
- Sie haben Kenntnisse über die gängigsten neuronalen Netzwerkarchitekturen wie AE, VAE, MLP, CNN, Transformer sowie etwas Wissen über 3D-/geometrische Machine-Learning-Architekturen und generative KI
- Idealerweise haben Sie bereits Erfahrung mit C++, anderen ML-Frameworks wie TensorFlow, parallelem Computing und Codeoptimierung, mathematischen Optimierungsalgorithmen, Cloud-Computing und Bereitstellung, einschließlich AWS, Docker, und dem Einsatz von ML-Modellen in der Produktion (MLOps)
All levels welcome (no experience required)
Languages
Skill set
Optional
About exocad GmbH
Wir sind ein dynamisches und innovatives Software-Unternehmen für CAD/CAM-Software. Wir bieten unseren Vertriebspartnern flexible, zuverlässige und einfach bedienbare Software und erweitern damit die Möglichkeiten der digitalen Zahntechnik und Zahnmedizin.
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Frequently asked questions
Who or what is Workwise?
Workwise is more than just a job board. We do the recruiting for various companies and support you in the entire application process. Apply for different jobs quickly and easily with your Workwise profile.
Is the job I see still available?
For jobs that are still open, you can click the 'Apply now' button. If this is not possible, the job has already been filled or temporarily deactivated.
Which documents do I need for my application?
That depends entirely on the job you are applying for. In many cases it is sufficient to upload your PDF resume or fill out your Workwise profile.
Where can I upload my records or documents?
You can upload your application documents in your Workwise profile. These can only be viewed by companies you are applying to.
Where can I find more information about the company?
You can find more information in the company profile of exocad GmbH.
Can I process my application afterwards?
Yes, this is possible. In your application overview you can view your information and make changes. If you have already been invited to an interview, editing is no longer possible. However, you can still add general information and upload additional documents in your profile.
How do I get news about my application?
In your application overview you have an overview of the application progress at any time. Additionally, we send you emails about the most important status changes.
Can I send several applications at once?
The number of your applications is not limited. An overview of your applications can be found here.
Can other companies see where else I have applied?
No, companies can only see the applications they have received.
Can I also contact the company's contact person directly?
Personal contact is possible via chat as soon as you have been invited for an interview. Before that, you will receive all important status changes by e-mail. If you have any questions, you can contact your personal Candidate Manager:in from Workwise.
I don't think I meet all the requirements. Can I still apply?
Even if you don't meet all the requirements, you can make up for missing knowledge with additional skills. Use the application's questions to address your motivation and show the company why you are still a good fit for the job. If you don't meet many or all of the requirements, the application will not be successful.
What do I have to consider if I am not from Germany?
Please make sure to provide all necessary documents within your Workwise profile. It should include an EU work-permit (if you have no EU citizenship) and a CV at least. Depending on the position you are applying to, you could also be asked for a certificate of enrollment, a transcript of records or a language certificate. We would also recommend to inform yourself thoroughly in advance about visa regulations. Therefore you can use the official visa navigator from the Federal Foreign Office.
What do I have to consider if German is not my mother tongue?
Please take into account the job’s language requirements and make sure the requirements match your skills. In the job search you can use the language filter to find jobs without German language requirements. It is also helpful to provide language certificates. This section in our help center may support you during the application process.
Our job offer Datenanalytiker im Bereich 3D Machine Learning (m/w/d) sounds promising? We're looking forward to your application.
