Binance Accelerator Program - Data Scientist (LLM & Trading)

Binance; Singapore; Hybrid; SGD 90,000 - 130,000; Full time

Benefits offered by this job

Work-from-home arrangement

Competitive salary and benefits

Career development and learning

Job summary

Binance Accelerator Program in Singapore seeks a Data Scientist to design and develop AI-powered trading agents leveraging large-scale models and Web3 data. The role focuses on post-training and fine-tuning to enhance Binance's internal trading skills and evaluation workflows.

You will work with senior engineers on system design and deployment, build benchmark datasets, and iterate practical AI agent prototypes. A 6-month minimum commitment and 5-day work week are expected.

Qualifications

• Hands-on experience with post-training techniques such as SFT and RLHF/RLAIF.
• Familiar with fine-tuning and RL frameworks like Llama Factory, Slime, Verl, OpenRLHF.
• Proficiency with PyTorch or TensorFlow and common LLM toolkits (Transformers, DeepSpeed, vLLM).

Responsibilities

• Design and develop AI-powered trading agent skills using Web3 data and integrate into practical systems.
• Post-train large language models to improve use of internal trading capabilities.
• Build and maintain benchmark datasets to evaluate AI systems and iterate workflows for AI agents.
• Collaborate with senior engineers to complete system design, integration and deployment.

Skills

SFT & RLHF

Fine-tuning frameworks

PyTorch / TF

Transformers / DeepSpeed

Communication skills

Education

Bachelor/Master/PhD in CS/AI/Financial Eng

Additional degree or certifications

Job description

Binance Accelerator Program - Data Scientist (LLM & Trading)

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by 300+ 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, and more. Our mission is to increase the freedom of money and financial access for people around the world.

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)

Responsibilities:

Leveraging knowledge of large-scale models and intelligent agents, participate in the design and development of a series of AI-powered financial trading agency skills based on Web3 data, and integrate them into practical systems.

Perform post-training of large-scale language models (SFT, RL, etc.) to enhance the model's ability to utilize Binance's internal trading skills.

Assist in building and maintaining benchmark datasets to evaluate the performance of AI systems, and assist in building and iterating workflow prototypes for financial AI agent systems.

Work closely with senior engineers to complete system design, integration, and deployment.

Requirements:

Currently pursuing or holding a Bachelor’s, Master’s, or Ph.D. degree in Computer Science, Artificial Intelligence, Financial Engineering, Automation, or a related field.

Hands-on experience with post-training techniques such asSupervised Fine-Tuning (SFT)andReinforcement Learning (RLHF / RLAIF). Familiar with common fine-tuning and reinforcement learning frameworks, such as Llama Factory, Slime, Verl, and OpenRLHF.

Familiarity with at least one mainstream deep learning framework (PyTorch, TensorFlow) and common LLM training/evaluation toolkits (Hugging Face Transformers, DeepSpeed, vLLM, etc.).

Excellent communication skills and a strong willingness to learn quickly.

Able to commit at least 6 months, working 5 days a week.

Why choose Binance?

• Shape the future with the world's leading blockchain ecosystem
• Work alongside world-class talent in a user-centric, flat, global organization
• Independently complete unique and fast-paced projects in an innovative environment
• Thrive in a results-oriented work environment with opportunities for career development and continuous learning
• Work-from-home available (specific arrangements may vary depending on the nature of the business team)
• Good communication skills and willingness to learn quickly.
• Ability to commit at least for a 6 months tenure, 5 days per week.

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 role and team)

Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.