ByteDance is looking to develop and operate a big model service platform that offers businesses Model-as-a-Service solutions (MaaS) to both the big model vendors and users, and is seeking talented Software Engineers specializing in Large Language Models (LLM) to join the Applied Machine Learning Enterprise team
Requirements
- Proficient in deep learning frameworks such as PyTorch or TensorFlow
- Experience with software development in at least one of the following programming languages: C++, Python, Go
- Experience in NLP and LLM technologies
- Experience or research in Alignment for Large language models
- Experience in ModelOps, for example large model management, finetuning workflow management, etc.
- Contribution to top-tier conference papers, including NeurIPS, ICML, ICLR, CVPR, ICCV, ACL, KDD, etc. is a big plus
Responsibilities
- Building a next-generation big model as a service platform to serve hundreds of LLMs based applications;
- To develop and maintain the big model as a service platform, including offline training/finetuning, online inference, model management, and resource orchestration, etc;
- To manage a huge number of GPU resources and provide computing power efficiently
Other
- Currently pursuing a PhD in Computer Science or related technical field
- Good sense of teamwork and communication skills, practical experience in relevant business scenarios is preferred
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
- Strong software programming capabilities, exhibits good code design and coding style
