Werkstudent*in Deep Learning (m/w/d)
Karlsruhe, Germany
Mercedes-Benz Tech Innovation
100 % Tech Company, 100 % Mercedes-Benz: Als Tochtergesellschaft entwickeln wir Software-Lösungen exklusiv für Mercedes-Benz.We are Mercedes-Benz Tech Innovation!
We develop technological innovations, digital products and future-oriented software solutions and set new standards in car connectivity and the digitization of vehicles and sales. With over 1,400 employees in Ulm, Stuttgart, Berlin and Karlsruhe as well as in project hubs in Asia, we are not only a trustworthy partner and strategic ally, but also the largest software development subsidiary of Mercedes-Benz. What unites us? Our enthusiasm for innovation, the passion for modern technology, an agile mindset and the clear goal in mind: the transformation of Mercedes-Benz into "100% digital".
Welche Aufgaben erwarten dich?
Du unterstützt die Weiterentwicklung von großen Sprachmodellen (Large Language Models) zu multi-modalen Modellen, die Audio und Vision umfassen, sowie Any-to-Any Modellen wie Vision2Text, Text2Text und Audio2Audio.
Die Recherche, Erstellung und Aufbereitung qualitativ hochwertiger multi-modaler Datensätze gehören zu deinen Aufgaben.
Du erstellst und managst Daten-, Trainings- und Evaluationspipelines in der Cloud.
Das Fine-Tuning existierender Base Models, wie Qwen und Llama, auf multi-modalen und capability-spezifischen Daten, wie RAG, Tool Calling und agentischem Verhalten, liegt in deinem Verantwortungsbereich.
In einem agilen Produktentwicklungsteam arbeitest du mit erfahrenen Entwicklern aus unterschiedlichsten Disziplinen zusammen.
Wie passt du in unser Team?
Du bringst umfassende Kenntnisse in der Softwareentwicklung mit Python und dem Trainieren von Deep Learning/Machine Learning Modellen mit.
Das Verständnis, wie Large Language Models (LLMs) funktionieren und wie sie trainiert werden, gehört zu deinen Stärken.
Du hast bereits erste praktische Erfahrungen in der Erstellung von Datensätzen, einschließlich Data Processing, Filtering und Augmentation, gesammelt.
Erfahrung mit Cloudentwicklung, insbesondere mit Databricks und Azure, sind ein Plus.
Kenntnisse im Finetuning von Large Language Models oder in der Entwicklung von Large Language Models Applikationen sind ebenfalls von Vorteil.
Flexible working hours
To ensure that there is still enough free time in addition to studying and working, you will receive a pro rata 30 vacation days with us as well as the opportunity to plan your working hours flexibly. In coordination with your team and your contact person, you also have the opportunity to work remotely. In addition, almost all of our positions are suitable for part-time work.
Become a full-fledged member of the team
You accompany innovative projects at the cutting edge and take on responsible tasks, so you are a full-fledged member of our team right from the start! Of course, you benefit from an attractive salary.
Our culture
At Mercedes-Benz Tech Innovation, we are a team! Our cooperation is based on mutual trust and respect. Flat hierarchies, an appreciative atmosphere, openness and open-mindedness are part of our daily work. In order for your start with us to succeed, you will receive an individual onboarding and a direct contact person.
A Great Place to Work
Awards say more than words - Mercedes-Benz Tech Innovation has already received the "Great Place to Work - Best Employers" award several times. Maybe we will soon be your Great Place to Work!
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile Azure Databricks Deep Learning LLaMA LLMs Machine Learning Pipelines Python RAG
Perks/benefits: Career development Flex hours Flex vacation
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