Master Thesis in AI Curricula Development
Role details
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Job description
Join as Student Starting date According to arrangement Working time Full-time Legal entity Bosch Rexroth AG Manufacturing Machine Learning Training
Your tasks
Author a Landmark Thesis in AI Education. Define the New Standard for Applied AI.
Are you a Master student seeking a thesis project that combines deep academic research with profound, practical impact? Do you believe the key to unlocking AI's potential lies in bridging the chasm between classroom theory and messy, real-world industrial application?
We offer a unique opportunity to conduct your Master thesis at the intersection of AI, education, and industrial automation. Your project will be to design, develop, and validate a comprehensive, state-of-the-art AI curriculum within our Learning Factory. This is not just an academic exercise; you will take ownership of a significant research and development project, creating a robust educational framework that tackles the entire AI lifecycle-from strategic data planning and generation to sophisticated modeling, MLOps, and deployment.
Your central research objective will be to develop and evaluate a curriculum that effectively teaches advanced AI concepts by grounding them in tangible, industrial use cases. You will be the primary driver of this project, from conceptualization to final delivery, culminating in a high-impact Master's thesis and a deployable educational product.
- During your assignment you will independently research, define and design complex, multifaceted AI use cases within the learning factory, covering topics such as time series anomaly detection, virtual sensors, explainable AI, predictive maintenance, transformers, reinforcement learning, and GANs in a comprehensive manner, demonstrating clear business relevance.
- You will evolve and implement sophisticated strategies for data generation as well as augmentation to address real-world challenges such as data scarcity, noise and imbalance, creating high-quality datasets for learning modules.
- Furthermore you will create, train, and implement advanced AI models for your selected use cases and integrate MLOps principles to automate deployment pipelines, model monitoring, and model retraining.
- Additionally, you will be responsible for creating a complete, high-quality "Curriculum-in-a-Box" that includes detailed lecture notes, publication-ready documentation, interactive Jupyter notebooks, robust code repositories (via Git), and scalable exercises for teaching at the master's level.
- Your job includes developing as well as relocating a methodology for validating the educational effectiveness of the curriculum, for example through pilot workshops, user testing with student groups, as well as qualitative and quantitative analyses of learning outcomes.
- Finally you will write a comprehensive master's thesis that documents your research, methodology, results, and contributions in the field of AI education, and meets publication-quality standards.
Requirements
- Education: Master studies in the field of Computer Science, Artificial Intelligence, Data Science, Engineering, Robotics or comparable
- Experience and Knowledge: deep experience with Python and with libraries like PyTorch or TensorFlow; sound knowledge in several of our core AI topics, e.g. time-series analysis, computer vision, RL, GANs; strong familiarity with MLOps concepts and tools, e.g. Git, Docker, CI/CD, cloud platforms like Azure/AWS; previous research, internships, or significant projects involving ML model development and deployment are highly desirable
- Personality and Working Practice: you are a highly independent, self-driven researcher capable of managing a long-term, complex project from start to finish; you possess the creativity to envision innovative solutions and the analytical rigor to execute them; you can articulate complex technical ideas and research findings with clarity and precision, both in writing (for your thesis and documentation) and verbally
- Work Routine: we offer you the possibility to work remotely part of the time
- Languages: business fluent in English
Benefits & conditions
Occupational health care and counselling by internal medical staff, free vaccinations, attractive health insurance, psychosocial and therapeutic counselling, personal health care, workshops and lectures on the subject of health, company pension scheme from the 3rd year at Bosch
Discounts for employees
Discounted purchasing conditions with us and our partner companies, subsidised cultural and leisure events
