Wissenschaftlicher Mitarbeiter für Promotion in Machine Learning (m/w/d)
Permanent Employment
Karlsruhe
Wissenschaftlicher Mitarbeiter für Promotion in Machine Learning (m/w/d)
Beispielhafte Themen sind:
- KI Systems für den Bereich Gesundheit inklusive Datenbearbeitungsprozesse
- NLP / LLM gestützte Systeme z.B. zur Datentransformation
- neuartige Nutzerschnittstellen
- neuartige Active Learning Ansätze
- Nutzung bzw. Erweiterung bestehender KI-Ansätze (Modelle und Systeme) im Bereich des Scrapens von Informationen, des automatisierten Verstehens von Texten insbesondere durch GPT-Modelle, Large-Language-Systeme und ähnliches
- Selbständige KI mit Methoden des Auto-ML
- Meta-Learning für Transferlearningmodelle
- Cloud-basierte KI-Systeme (Fortführung z.B. von edge-ml.org)
Was bieten wir dir?
- Flexible Arbeitszeiten
- Dynamische, interdisziplinäre und sehr lockere Arbeitsatmosphäre inklusive 24/7 Zugang
- Exzellentes interdiszipliäres Arbeitsumfeld, in dem man viel lernen kann
- Die Möglichkeit zu promovieren
- Inspirierendes Umfeld mit vielfältigen Vernetzungsmöglichkeiten
- Vielfältige Fortbildungsmöglichkeiten.
Workplace Health Promotion
Fair Remuneration
Holiday Pay
Christmas Bonus
Agile Working
Flat Hierarchies
Project Responsibility
Was solltest du mitbringen?
- Abgeschlossenes Master-Studium der Informatik, Elektrotechnik, Mechatronik oder auch anderes
- Hohe Motivation und Hartnäckigkeit wissenschaftlich interessante Probleme zeitnah kreativ zu lösen
- Keine Angst ein Paper zu schreiben
- Die Fähigkeit, funktionierende Systeme (Software) zu erstellen
- Optimalerweise mind. zwei aus der folgenden Liste von Fähigkeiten:
- Machine Learning, z.B. Large Language Models, NLP, Transfer Learning
- Mensch-Maschine Interaktion (HCI)
- Gesundheitswesen (Psychologie, allgemeine Medizin etc.)
- Informatik-Systeme (Cloud-Systeme, Server, Cluster)
All levels welcome (no experience required)
Languages
German
English
Skill set
Softwareentwicklung
Maschinelles Lernen
Systemadministration
Large Language Models
Hardwarebeschreibungssprache
Optional
Projektplanung
Wissenschaftliche Publikation
About TECO - KIT
Our research group was founded in 1993 at the University of Karlsruhe for leading edge research in close collaboration with the industry. Our research field is Ubiquitous Computing with a current focus on artificial intelligence, human-computer interaction and sensor systems. Current application areas are wearable computing, industry 4.0, health and smart city. We are also heading Germany’s Big Data Centre, the Smart Data Innovation Lab (SDIL) and co-heading Baden-Württembergs Smart Data Solution Center (SDSC). We are associated with the chair of Pervasive Computing Systems group of the Institute of Telematics at our university which covers the education activities.
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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?
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 TECO - KIT.
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?
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?
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 Wissenschaftlicher Mitarbeiter für Promotion in Machine Learning (m/w/d) sounds promising? We're looking forward to your application.
