Data Scientist

2 days ago

Remote, Singapore Binance Full time

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by over 250 million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.

**Responsibilities**:

- Implement Retrieval-Augmented Generation (RAG) pipelines to enhance the performance of AI agents in retrieving and generating contextually accurate responses.
- Develop and optimize traditional OCR systems for document digitization and text extraction tasks.
- Integrate OCR outputs with LLM-based AI agents to create seamless workflows for information processing.
- Collaborate with cross-functional teams to identify use cases, gather requirements, and deliver tailored AI solutions.
- Conduct data preprocessing, feature engineering, and model evaluation to ensure robust performance.
- Stay updated on the latest advancements in LLMs, RAG frameworks, computer vision, and OCR technologies.
- Document methodologies, experiments, and results for internal knowledge sharing.

**Requirements**:

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

**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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