Trách nhiệm
As an AI Engineer at CMC Global, you will participate in the development and integration of advanced AI technologies, particularly large language models (LLMs), into our enterprise data platform. You will work with the latest AI technologies to create intelligent solutions that meet the diverse needs of businesses across various industries.
Key Responsibilities:
Develop, deploy, and optimize AI/ML models based on large language models (LLMs) for enterprise solutions.
Fine-tune and optimize LLMs for specific applications using techniques such as fine-tuning, prompt engineering, and parameter-efficient tuning.
Design and implement Retrieval-Augmented Generation (RAG) systems to enhance the accuracy and update information for LLMs.
Research and apply new techniques in the fields of NLP and LLM to improve product performance and capabilities.
Design, build, and deploy scalable AI models and processes to efficiently handle large data sets.
Optimize the performance and scalability of LLMs in deployment environments, including applying techniques such as quantization and model compression.
Collaborate with product and engineering teams to effectively integrate LLM solutions into existing customer systems and business processes.
Key Responsibilities:
Develop, deploy, and optimize AI/ML models based on large language models (LLMs) for enterprise solutions.
Fine-tune and optimize LLMs for specific applications using techniques such as fine-tuning, prompt engineering, and parameter-efficient tuning.
Design and implement Retrieval-Augmented Generation (RAG) systems to enhance the accuracy and update information for LLMs.
Research and apply new techniques in the fields of NLP and LLM to improve product performance and capabilities.
Design, build, and deploy scalable AI models and processes to efficiently handle large data sets.
Optimize the performance and scalability of LLMs in deployment environments, including applying techniques such as quantization and model compression.
Collaborate with product and engineering teams to effectively integrate LLM solutions into existing customer systems and business processes.
Yêu cầu
Bachelor’s degree in Computer Science, Artificial Intelligence, or a related field.
Strong knowledge of machine learning and natural language processing (NLP).
Proficiency in Python and experience with machine learning libraries such as PyTorch, TensorFlow, or Keras.
Basic understanding of large language models (LLMs) and deep learning models (CNN, Transformers, RWKV, etc.).
Experience and knowledge in deploying AI applications and MLOps.
Ability to read and apply new research papers in the field of AI/GenAI.
Strong problem-solving skills and the ability to quickly learn new technologies.
Strong knowledge of machine learning and natural language processing (NLP).
Proficiency in Python and experience with machine learning libraries such as PyTorch, TensorFlow, or Keras.
Basic understanding of large language models (LLMs) and deep learning models (CNN, Transformers, RWKV, etc.).
Experience and knowledge in deploying AI applications and MLOps.
Ability to read and apply new research papers in the field of AI/GenAI.
Strong problem-solving skills and the ability to quickly learn new technologies.
Giới thiệu công ty
Gợi ý việc tương tự
AI Engineer - T9
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