- Conduct research on Large Language Model (LLM) and Agent to address academic and industrial challenges in AI fields.
- Work with an international team of experts to transfer and apply the Bosch in-house LLM Agent innovations and 3rd-party solutions to Bosch products and services (e. g. information retrieval, question answering, software engineering assistance, information extraction, etc.)
Requirements
Basic Qualifications
- Ph.D. in computer science or engineering
- 3+ years of research experience in natural language processing, machine learning, and related fields
- 3+ years of research experiences on large language models (including training, fine-tuning, and prompting) and development of agent with large language models.
- Hands-on experience on state-of-the-art NLP / AI libraries and toolkits
Preferred Qualifications
- Publication record in top NLP / AI venues (e.g., ACL, EMNLP, NAACL, TACL, AAAI, NIPS etc.)
- R&D experiences on LLM based agents, task planning / decomposition, and reasoning
- R&D experiences on retrieval-augmented generation
- R&D experiences on multi-modal foundation models
- R&D experiences on low-resource NLP
- R&D experiences on explainable NLP
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