Internship in GenAI/MLOps (m/f) 80-100%

Aufgaben

• Einrichten eines großen Sprachmodells in einer lokalen Sandbox.
• Indexierung des AutoForm-Codes für semantische Suchanfragen.
• Integration des LLM in eine IDE-basierte Copilot-Anwendung.

Fähigkeiten

• Masterabschluss in Informatik oder verwandtem Bereich erforderlich.
• Sehr gute Programmierkenntnisse in Python.
• Kenntnisse moderner neuronaler Architekturen von Vorteil.

Local integration of a large language model to accelerate software development

In this internship, you will work at the intersection of Generative AI and MLOps, focusing on the local deployment and integration of a large language model (LLM) to enhance software development workflows. You will take a hands-on approach to setting up, fine-tuning, and integrating an LLM within a sandboxed environment, contributing directly to innovative AI-driven development tools.

You will collaborate closely with a dedicated DevOps team while also receiving guidance from ML engineers through regular meetings and knowledge-sharing sessions. Your work will involve indexing AutoForm’s code base using LLM-powered semantic search, developing a simple web interface for intuitive code retrieval, and embedding AI-assisted capabilities into an IDE-based copilot. This role provides an opportunity to work with state-of-the-art AI technologies while tackling real-world software engineering challenges.

Your tasks

• Set up a large language model in a local sandbox
• Index AutoForm's code base using an LLM and elastic search to enable semantic search queries
• Create and host a simple web interface allowing to search for code using semantic search
• Integrate the LLM into a copilot running in an IDE
• Fine-tune model on AutoForm's code base for better results

Your profile

• Master's degree (or in the process of obtaining one) in computer science, data science, or engineering
• Very good programming skills in Python and familiarity with at least one of the common machine learning frameworks like PyTorch, TensorFlow, or JAX
• Knowledge of modern neural architectures, especially in natural language processing would be a plus
• Basic knowledge in web/app development
• Strong technical interest, willingness to get involved in complex technical issues
• Team Player with a strong commitment to problem solving
• Good knowledge of English required. German would be a plus

Our offer

• A challenging role in a respectful and global working environment
• Being part of a world-leading, high-end CAE software company
• Working on cutting edge technologies for the automotive industry
• Professional development and continuous education
• Excellent balance between your working life and your private life through flexible working hours