Data Scientist - AI Agent Development

Binance, a prominent global blockchain ecosystem known for operating the largest cryptocurrency exchange by trading volume and users, is looking for a talented Data Scientist to join their team. The focus of this role is the development of domain AI agents for handling specific operational tasks, coupled with expertise in traditional Optical Character Recognition (OCR) and computer vision technologies. Collaboration with developers to integrate solutions into existing systems is a key aspect of this position.

Key Responsibilities

• Design, tweak, and implement Large Language Models (LLMs) for AI agent applications.
• Deploy Retrieval-Augmented Generation (RAG) pipelines to boost AI agent performance in accurate communication.
• Develop and optimize traditional OCR systems for document digitization and text extraction.
• Merge OCR outputs with LLM-based AI agents for seamless information processing workflows.
• Work closely with varied teams to identify use cases, gather requirements, and deliver customized AI solutions.
• Conduct data processing, feature engineering, and model assessment for ensuring strong performance.
• Stay abreast of advancements in LLMs, RAG frameworks, computer vision, and OCR technologies.
• Document methods, experiments, and results for internal sharing and reference.

Requirements

• Master’s or Ph.D. in fields related to Computer Science, Data Science, or Machine Learning.
• Proficiency in LLM fine-tuning including GPT models, BERT, and familiarity with Hugging Face or OpenAI APIs.
• Sound knowledge of conventional OCR techniques leveraging tools like PaddleOCR models.
• Strong programming skills in Python with proficiency in PyTorch, TensorFlow, Scikit-learn, or similar libraries.
• Prior experience with cloud platforms (AWS, Azure, GCP) for scalable machine learning model deployment.
• Strong problem-solving abilities and aptitude for both independent and team-based work.

Why Binance

• Contribute to shaping the future with a premier blockchain ecosystem.
• Collaborate with top-tier professionals in a global, user-centric organization with a flat structure.
• Engage in innovative, fast-paced projects with autonomy and unique challenges.
• Grow professionally in a results-oriented environment with continuous learning opportunities.
• Enjoy competitive compensation and comprehensive company benefits.
• Benefit from a work-from-home arrangement, subject to the nature of work requirements.

Binance is dedicated to providing equal opportunities for all applicants, believing that diversity is key to its success. Note that by applying for a job, you agree to Binance's Candidate Privacy Notice.