Data Scientist - AI Agent Development - Singapore

Binance; Singapore; Hybrid; USD 70,000 - 110,000; Full time

Job summary

An innovative firm in the cryptocurrency space is on the lookout for a talented Data Scientist specializing in AI agent development. This exciting role involves leveraging cutting-edge technologies like Large Language Models and Optical Character Recognition to create intelligent solutions for operational tasks. You will collaborate with diverse teams, design advanced AI systems, and contribute to impactful projects that shape the future of blockchain technology. With opportunities for career growth and a competitive salary, this position offers a dynamic environment where your expertise can thrive and make a difference.

Benefits

Work-from-home arrangements

Career growth opportunities

Continuous learning

Collaborative environment

Qualifications

• Expertise in fine-tuning LLMs and proficiency in OCR technologies.
• Strong programming skills in Python and experience with ML libraries.

Responsibilities

• Design and optimize LLMs for AI agents to enhance performance.
• Collaborate with teams to deliver tailored AI solutions.

Skills

Fine-tuning LLMs

Python Programming

Problem-solving

Education

Master’s or Ph.D. in Computer Science

Master’s or Ph.D. in Data Science

Master’s or Ph.D. in Machine Learning

Tools

Hugging Face

OpenAI APIs

PaddleOCR

PyTorch

TensorFlow

Scikit-learn

AWS

Azure

GCP

Job description

Crypto Jobs

Job Description

Position:

Data Scientist - AI Agent Development

• Company: Binance
• Type: Full-time

About the Role:

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.

Key Responsibilities:

• 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

Requirements:

• 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

Why Binance:

• 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)