语言模型训练与评估实习生/Language Model Training and Evaluation Intern

Facility:  Volkswagen (China) Investment Co., Ltd.
City:  Beijing
Date:  11 May 2024

部门/Department: Delivery Management            

地点/Location: Beijing         

时长/Duration: 6 months (MUST)                

每周到岗/Availability5 days/week

到岗日期/On-board DateASAP

 

部门使命/Department Mission:

  • We are seeking an enthusiastic and motivated intern to join our Language Modeling team and contribute to the creation of training data and optimization of the model evaluation process. As an intern, you will have the opportunity to work closely with our experienced professionals and gain valuable hands-on experience in the field of AI and Large language model.

 

主要职责/Your Responsibilities: 

  • Create and annotate training data for language models. Collect and preprocess raw text data from various sources. Create high quality and original prompt/response pairs.
  • Assist in the development and maintenance of data pipelines, collaborate with data engineers and machine learning engineers to design and implement data processing workflows.
  • Optimize model evaluation procedures, develop and implement evaluation metrics and benchmarks for language models, Analyze model performance and identify areas for improvement.
  • Participate in brainstorming sessions and propose new ideas for model optimization and evaluation, Support research initiatives by conducting literature reviews, collecting and analyzing data.
  • Keep detailed records of data processing procedures, annotation guidelines, and evaluation results. Document findings, insights, and recommendations in collaboration with the team

 

岗位要求/Required Qualification:

  • Language skills: Fluent English.
  • Proficient in Microsoft Office software.
  • Team working spirit, problem solving and communication skills.
  • Above Bachelor Degree.
  • Currently enrolled in an undergraduate or graduate program with a focus on computer science, linguistics, or a related field
  • Strong interest in natural language processing, machine learning, and artificial intelligence
  • Proficient in Python and familiar with common NLP libraries and frameworks (e.g., NLTK, spaCy, TensorFlow, PyTorch)
  • Ability to work independently and collaboratively in a fast-paced environment
  • Knowledge of machine learning evaluation metrics and statistical analysis

福利待遇/What We Can Offer:

  • Remuneration 150 RMB/day for Bachelor, 180 RMB/day for Master students gross.
  • Housing allowance up to RMB 4000 for students that are not Beijing residents and are not studying in Beijing.
  • Internship certificate (Only if the actual duration lasts more than 3 months where stability and sense of obligation is demonstrated).
  • Strong brands, excellent products and image, international working environment and global network, good management, team work, open communication & feedback.

Join us and become a part of the VGC Family - We are looking forward to welcome you on board!