5h ago

Data Scientist (LLM & Trading)

Asia
internship RemoteCryptocurrency / Blockchain

🛠 Tech Stack

💼 About This Role

You'll participate in the design and development of AI-powered financial trading agents based on Web3 data, integrating them into practical systems. Your work will enhance LLM post-training capabilities for trading skills at the world's largest crypto exchange. This is a fixed-term program for students and recent graduates to gain immersive experience in Web3.

🎯 What You'll Do

  • Design and develop AI-powered financial trading agency skills using Web3 data.
  • Perform post-training of large language models (SFT, RL) for trading skills.
  • Build and maintain benchmark datasets to evaluate AI system performance.
  • Collaborate with senior engineers on system design, integration, and deployment.

📋 Requirements

  • Pursuing or holding a degree in Computer Science, AI, Financial Engineering, or related field.
  • Hands-on experience with Supervised Fine-Tuning (SFT) and Reinforcement Learning (RLHF/RLAIF).
  • Familiarity with fine-tuning frameworks like Llama Factory, Slime, Verl, or OpenRLHF.
  • Proficiency in deep learning frameworks (e.g., PyTorch, TensorFlow) and LLM toolkits (e.g., Hugging Face Transformers, DeepSpeed, vLLM).

🚩 Heads Up

  • Experience level ambiguous: no explicit years, but 'internship' title suggests junior level.
  • High expectations for an internship: requires hands-on experience with advanced LLM techniques.
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