Your Responsibilities:
As a algorithm engineer, you are responsible for the described scope and tasks within …...
· Develop and optimize large language model algorithms for various natural language processing
applications, such as text generation, summarization, and language translation.
· Conduct research to explore and identify state-of-the-art techniques and methodologies in large language model development and optimization.
· Design and implement advanced algorithms to address complex challenges in language modeling and processing.
· Train and fine-tune large language models using extensive text corpora and datasets.
· Implement algorithms in production environments and optimize their performance for real-time language processing.
Requirements:
Necessary education:
PhD/MS in computer science, engineering, mathematics, or a related field.
Personal skills:
· Strong knowledge of large language models, such as GPT (Generative Pre-trained Transformer) or BERT (Bidirectional Encoder Representations from Transformers).
· Proficiency in programming languages such as Python, Java, or C++.
· Experience with deep learning frameworks and libraries, such as TensorFlow, PyTorch, or Hugging Face Transformers.
· Solid understanding of natural language processing principles, techniques, and algorithms.
· Familiarity with text corpora, linguistic analysis, and language-related datasets.
· Experience with large-scale data processing and distributed computing frameworks is desirable.
· Strong problem-solving skills and ability to think analytically.
· Excellent communication and collaboration skills.
· Ability to work effectively in a fast-paced, dynamic environment.