Co-op Engineer- Data Science
Markham, Ontario, Canada
Huawei Technologies Canada Co., Ltd.
Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.Our team has an immediate Co-op opening for Data Science
Responsibilities:
- Research & Build (and/or Prototype) Gen AI model(s) using LLMs
- Design, develop and fine-tune scalable LLMs (Large Language Model)
- 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
What you’ll bring to the team:
- Strong background in mathematics and statistics.
- A 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 expeirnece in AI/ML development
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Autoregressive models Classification Data analysis EDA Generative AI Java LangChain LLMs LSTM Machine Learning Mathematics Matplotlib NLG NLP NLTK NLU NumPy Pandas Python PyTorch R Reinforcement Learning Research RNN Scikit-learn Seaborn spaCy Statistics TensorFlow Transformers UX
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open Research Scientist jobs
- Open Data Engineer II jobs
- Open Principal Data Scientist jobs
- Open Business Data Analyst jobs
- Open BI Analyst jobs
- Open Data Scientist II jobs
- Open Sr Data Engineer jobs
- Open Business Intelligence Engineer jobs
- Open Lead Data Analyst jobs
- Open Sr. Data Scientist jobs
- Open Data Science Intern jobs
- Open Senior Business Intelligence Analyst jobs
- Open Software Engineer, Machine Learning jobs
- Open Junior Data Scientist jobs
- Open Azure Data Engineer jobs
- Open MLOps Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Analytics Engineer jobs
- Open Marketing Data Analyst jobs
- Open Data Engineer III jobs
- Open Junior Data Engineer jobs
- Open Data Analyst II jobs
- Open Data Engineering Manager jobs
- Open ETL Developer jobs
- Open Data quality-related jobs
- Open Tableau-related jobs
- Open Privacy-related jobs
- Open Excel-related jobs
- Open ML models-related jobs
- Open Data pipelines-related jobs
- Open APIs-related jobs
- Open PhD-related jobs
- Open PyTorch-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open LLMs-related jobs
- Open Consulting-related jobs
- Open TensorFlow-related jobs
- Open Deep Learning-related jobs
- Open Business Intelligence-related jobs
- Open Generative AI-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Data governance-related jobs
- Open DevOps-related jobs
- Open Kubernetes-related jobs
- Open Git-related jobs
- Open Hadoop-related jobs
- Open Docker-related jobs