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Data Scientist

3 weeks ago

Singapore Binance Full time

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)
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