SAP SAP Business AI iXp Intern f/m/d - Innovation Frontrunner team 

France, Ile-de-France 

502938919

Three reasons to intern at SAP:

1. Culture of collaboration: meet with mentors, make new friends across the globe and create a thriving personal network.
2. Project-driven experience: gain cross-functional skills from our virtual and in-person learning sessions, diverse subject matter experts, and project deliverables.
3. Gain visibility: with SAP Internship Experience Program in your title, you’ll have a global network of SAP leaders, entrepreneurs and career development opportunities at your fingertips.

What you’ll do:

Expected start date: May 01, 2025

In this role, you’ll:

• The goal is to systematically investigate the importance of the vision aspect (e.g., screenshots) for the "Large Action Model" (LAM). The key question is whether a purely text-based approach (e.g., prompt + UI elements from the DOM) is sufficient or if incorporating screenshots provides significant advantages.
• This research will explore different methods of incorporating visual information and evaluate their contribution to model performance. Ablation studies should be conducted to assess the impact of vision on fine-tuning for next-action prediction.
• The findings of this thesis can significantly influence the development of models for automated UI interactions and control agents. A better understanding of the role of vision input can contribute to the creation of more efficient models, either based purely on text or leveraging visual information to improve prediction accuracy and UI understanding.

Who you are:

You are a student (f/m/d) at a university or a university of applied sciences. We’re looking for someone who takes initiative, perseveres, and stays curious. You like to work on meaningful innovative projects and are energized by lifelong learning.

• Desired skills / experience to be successful in this role
  • Knowledge of machine learning and neural networks (must-have)
  • Experience with LLMs and vision-based models (must-have)
  • Experience in fine-tuning models (e.g., PyTorch, Hugging Face) (must-have)
  • Proficiency in Python programming (must-have)
  • Experience with processing UI data (DOM structures, bounding boxes, screenshots)
  • Experience with cloud platforms, especially Azure
• Master student in Computer Science / Business Informatics
• Language requirements: English fluent

Visit our for more information on the program.

Your set of application documents should contain a cover letter, a resume in table form, school leaving certificates, certificate of enrollment, current university transcript of records, copies of any academic degrees already earned, and if available, references from former employers (including internships). Please also describe your experience and skills in foreign languages and computer programs / programming languages.