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Data Scientist / Machine Learning Engineer (Reinforcement Learning)

Data Scientist / Machine Learning Engineer (Reinforcement Learning)

BinanceSingapore, Singapore, Singapore
23 days ago
Job description

Overview

Data Scientist (Reinforcement Learning / LLM Agent / Vision Language Model - either 1) at Binance. Join to apply for this role. Binance is a leading global blockchain ecosystem focused on security, transparency, and scalable AI-enabled products.

Responsibilities

  • Research and develop state-of-the-art RL algorithms, focusing on Large Model Optimization and alignment techniques.
  • Design and implement RL training pipelines, including environment simulation, data generation, and reward function design.
  • Apply RL methods to enhance LLM / VLM / Agentic AI capabilities in reasoning, planning, and autonomous decision-making.
  • Collaborate with Engineers and researchers to integrate RL solutions into enterprise AI platforms.
  • Monitor model performance in production and continuously improve through iterative training and fine-tuning.

Requirements

  • Master’s Degree in Computer Science, Applied Mathematics, Machine Learning, or related fields.
  • 5+ years of hands-on experience in RL or LLM / VLM / Agentic AI optimization.
  • Strong coding skills in Python, with experience in ML frameworks and RL libraries.
  • Experience with large-scale distributed training and optimization.
  • Self-driven, ownership mindset, and strong problem-solving skills. Excellent communication skills for cross-functional collaboration.

    • Why Binance

  • Shape the future with the world’s leading blockchain ecosystem
  • Collaborate with world-class talent in a user-centric global organization with a flat structure
  • Tackle unique, fast-paced projects with autonomy in an innovative environment
  • Thrive in a results-driven workplace with opportunities for career growth and continuous learning
  • Competitive salary and company benefits
  • Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)

    • Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.

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