AI Scientist/Engineer

Job Description

OKX is seeking an AI Scientist/Engineer to join their team in Singapore.

The role focuses on the development and implementation of advanced natural language processing techniques and large language models. The ideal candidate will have a strong background in AI-driven content generation, particularly in creating AI Agents, AI-Generated Content (AIGC) for SEO, and utilizing Transformer models for tasks such as summarization and content growth.

Responsibilities:

• Create AI-Generated Content (AIGC) strategies aimed at optimizing SEO and driving content growth.
• Fine-tune large language models (LLMs) to improve performance on domain-specific tasks and datasets.
• Develop Retrieval-Augmented Generation (RAG)-based chatbots to provide accurate and contextually relevant responses.
• Deploy open-source LLMs, ensuring scalability and efficiency in various applications.
• Apply prompt engineering techniques, including those utilizing models like GPT-4, to optimize model outputs for specific tasks.
• Design and implement AI Agents capable of understanding and generating human-like text to improve user engagement and support.
• Stay updated with the latest advancements in NLP, LLMs, and AI technologies, applying new methodologies to improve content generation and summarization.
• Assist in presenting model outcomes to stakeholders, ensuring alignment with organizational objectives.
• Contribute to a culture of technical excellence and innovation by supporting team members in adopting AI technologies and methodologies.

Requirements:

• Bachelor’s or Master's or PhD degree in Computer Science, Data Science, or a related field.
• 5+ years of experience in technology-focused roles, with significant exposure to natural language processing and large language models.
• Proficiency in developing and deploying machine learning models, including deep learning and Transformer-based architectures, for NLP tasks.
• Practical experience with feature engineering, text summarization, content generation, and SEO optimization.
• Experience in fine-tuning LLMs for domain-specific applications.
• Knowledge of Retrieval-Augmented Generation (RAG) techniques and their application in chatbot development.
• Experience in deploying open-source LLMs in production environments.
• Expertise in prompt engineering, particularly with models like GPT-4.
• Strong analytical and problem-solving skills, with the ability to manage multiple projects and collaborate effectively with team members.
• Solid understanding of AI-driven content strategies and their applications in enhancing user engagement and content growth.
• Excellent communication and strategic thinking abilities.

Role offers:

• Opportunity to work on cutting-edge AI technologies in a leading crypto exchange.
• A chance to contribute to a culture of technical excellence and innovation.