Data Science Co-op Engineer

1 month ago

Markham, Ontario, Canada Huawei Technologies Canada Co., Ltd. Full time
Job Title: Co-op Data Science Engineer

We are seeking a highly motivated and talented Co-op Data Science Engineer to join our team at Huawei Technologies Canada Co., Ltd. As a Co-op Data Science Engineer, you will be responsible for designing, developing, and fine-tuning scalable Large Language Models (LLMs) using various machine learning algorithms and techniques.

Responsibilities:
  • Research and build (and/or prototype) Gen AI models using LLMs
  • Design, develop, and fine-tune scalable LLMs
  • Collaborate with UX designer and front-end developer to incorporate UI design to the Gen-AI platform
  • Collaborate with platform software engineers for integrating Gen-AI model into existing solution
  • Conduct technical research and present to the team
Requirements:
  • Strong background in mathematics and statistics
  • Strong foundation in algorithms, data structure, and object-oriented-programming along with proficiency in Python, R, and Java
  • Experience in using ML algorithms (i.e., supervised, unsupervised, and Reinforcement Learning) and exploratory data analysis (EDA) tool and libraries including Numpy, Pandas, Matplotlib, Seaborn, and Scikit-learn
  • Solid knowledge of Artificial neural networks like CNN, RNN, LSTM, and GRU, along with expertise in DL frameworks such as PyTorch, TensorFlow
  • Deep understanding of various NLP tasks and concepts in both NLU (e.g, text/token classification) and NLG (e.g., text generation) domains as well as hands-on experience with NLP libraries like SpaCy, and NLTK
  • Theoretical knowledge of advanced NLP concepts including transformers, pre-training with self-supervised techniques, and transfer learning, along with experience in fine-tuning Auto-encoder, Autoregressive and Seq2Seq Language Models from Hugging Face
  • Familiarity with Generative AI concepts and tools including (Mutlimodal) Large Language Models, Retrieval Augmented Generation, Vector databases and Langchain
  • Prior internship experience in AI/ML development

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