Remote Data Scientist - AI Agent Development

Description:

• Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users.
• The company is trusted by over 250 million people in 100+ countries for its industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products.
• Binance offers a range of services including trading, finance, education, research, payments, institutional services, and Web3 features.
• The company is seeking a highly skilled and motivated Data Scientist to focus on the development of domain AI agents for specific operational tasks.
• The ideal candidate will have expertise in traditional Optical Character Recognition (OCR) and computer vision technologies.
• This role requires some engineering experience to work closely with developers to integrate solutions into existing systems.
• Responsibilities include designing, fine-tuning, and deploying Large Language Models (LLMs) for AI agent applications, implementing Retrieval-Augmented Generation (RAG) pipelines, developing and optimizing traditional OCR systems, and collaborating with cross-functional teams.

Requirements:

• A Master’s or Ph.D. in Computer Science, Data Science, Machine Learning, or a related field is required.
• Strong experience with LLM fine-tuning, particularly with models like GPT and BERT, and familiarity with frameworks such as Hugging Face or OpenAI APIs is necessary.
• Proficiency in traditional OCR techniques using tools like PaddleOCR models is essential.
• Strong programming skills in Python and familiarity with libraries such as PyTorch, TensorFlow, Scikit-learn, or similar are required.
• Experience with cloud platforms like AWS, Azure, or GCP for deploying machine learning models at scale is needed.
• Excellent problem-solving skills and the ability to work independently or as part of a team are crucial.

Benefits:

• Employees will have the opportunity to shape the future with the world’s leading blockchain ecosystem.
• The role offers collaboration with world-class talent in a user-centric global organization with a flat structure.
• Employees will tackle unique, fast-paced projects with autonomy in an innovative environment.
• There are opportunities for career growth and continuous learning in a results-driven workplace.
• A competitive salary and company benefits are provided.
• A work-from-home arrangement is available, although it may vary depending on the work nature of the business team.