Machine Learning jobs in Singapore

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Data Scientist - AI Agent Development

• Company: Binance
• Type: Full-time

Binance is seeking a skilled Data Scientist to develop AI agents for operational tasks, leveraging Large Language Models (LLMs), Optical Character Recognition (OCR), and computer vision. This role involves working closely with development teams to integrate AI solutions into existing systems.

• Design and fine-tune LLMs (e.g., GPT, BERT) for AI agents to handle domain-specific tasks
• Implement Retrieval-Augmented Generation (RAG) pipelines to enhance AI agent performance
• Develop and optimize traditional OCR systems for document digitization and text extraction
• Integrate OCR outputs with LLMs for seamless workflows in information processing
• Collaborate with cross-functional teams to identify use cases and deliver tailored AI solutions
• Conduct data preprocessing, feature engineering, and evaluate models for performance
• Stay updated on advancements in LLMs, OCR, and computer vision technologies
• Document methodologies, experiments, and results for knowledge sharing within the team

• Master’s or Ph.D. in Computer Science, Data Science, Machine Learning, or related field
• Expertise in fine-tuning LLMs (e.g., GPT, BERT), and experience with frameworks like Hugging Face or OpenAI APIs
• Proficiency in OCR technologies, using tools like PaddleOCR
• Strong programming skills in Python and experience with libraries like PyTorch, TensorFlow, or Scikit-learn
• Experience with cloud platforms (AWS, Azure, GCP) for deploying ML models
• Excellent problem-solving skills and the ability to work independently or within a team

• Shape the future of blockchain and cryptocurrency
• Collaborate with global talent in an innovative, flat organizational structure
• Work on high-impact, fast-paced projects with autonomy
• Opportunities for career growth, continuous learning, and innovation
• Competitive salary and work-from-home arrangements (depending on business needs)