Binance is a leading global blockchain ecosystem behind the worlds 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 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.
About Binance Accelerator Program
Binance Accelerator Program is a concise fixed-term program designed for Early Career Talent to have an immersive experience in the rapidly expanding Web3 space. You will be given the opportunity to experience life at Binance and understand what goes on behind the scenes of the worlds leading blockchain ecosystem. Alongside your job there will also be a focus on networking and development which will expand your professional network and build transferable skills to propel you forward in your career. Learn about BAP Program HERE
Who may apply
Current university students and recent graduates
About the Role
For all students looking to gain hands-on experience! Youll work directly with senior scientists on research problems at the frontier of LLM reasoning post-training methodology and agentic AI applied to global crypto markets. Your work has a direct path to production systems serving hundreds of millions of users and where findings warrant it a clear path to external publication.
You run experiments implement ideas from recent research synthesize papers into hypotheses and work with engineers to understand how research translates to real systems.
This is not a purely literature-review or passive research role. You are expected to think independently and generate insight.
Responsibilities
Contribute to the design and execution of experiments in reasoning model training post-training alignment test-time scaling or systematic model evaluation with a focus on applications in financial and crypto-native contexts
Review and synthesize recent academic literature at NeurIPS ICML ICLR and ACL tracking developments in reasoning alignment and agentic AI to inform and sharpen ongoing research directions
Implement model variants training procedures including RLVR-based approaches and evaluation protocols using PyTorch and the Hugging Face ecosystem
Track and log experiments systematically using Weights & Biases or equivalent maintaining reproducibility standards throughout
Explore the intersection of LLM reasoning and crypto-native data: on-chain signals market microstructure multi-modal market intelligence identifying research opportunities unique to Binances position
Collaborate with applied engineering teams to understand how research findings translate into production constraints in a zero-downtime 24/7 trading environment
Qualifications
Currently pursuing a Masters or PhD in Machine Learning Computer Science Mathematics or related field strongly preferred;
Expected graduation inor 2028
Strong Python programming skills and PyTorch proficiency; C or Rust exposure a plus. Equally important: demonstrated comfort with vibe coding using AI-assisted development tools fluidly as part of your research and experimentation workflow
Solid understanding of transformer architectures large language model pretraining and the evolution toward reasoning models
Why Binance
Shape the future with the worlds 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.
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.
Required Experience:
IC
Binance is a leading global blockchain ecosystem behind the worlds 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 unmatch...
Binance is a leading global blockchain ecosystem behind the worlds 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 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.
About Binance Accelerator Program
Binance Accelerator Program is a concise fixed-term program designed for Early Career Talent to have an immersive experience in the rapidly expanding Web3 space. You will be given the opportunity to experience life at Binance and understand what goes on behind the scenes of the worlds leading blockchain ecosystem. Alongside your job there will also be a focus on networking and development which will expand your professional network and build transferable skills to propel you forward in your career. Learn about BAP Program HERE
Who may apply
Current university students and recent graduates
About the Role
For all students looking to gain hands-on experience! Youll work directly with senior scientists on research problems at the frontier of LLM reasoning post-training methodology and agentic AI applied to global crypto markets. Your work has a direct path to production systems serving hundreds of millions of users and where findings warrant it a clear path to external publication.
You run experiments implement ideas from recent research synthesize papers into hypotheses and work with engineers to understand how research translates to real systems.
This is not a purely literature-review or passive research role. You are expected to think independently and generate insight.
Responsibilities
Contribute to the design and execution of experiments in reasoning model training post-training alignment test-time scaling or systematic model evaluation with a focus on applications in financial and crypto-native contexts
Review and synthesize recent academic literature at NeurIPS ICML ICLR and ACL tracking developments in reasoning alignment and agentic AI to inform and sharpen ongoing research directions
Implement model variants training procedures including RLVR-based approaches and evaluation protocols using PyTorch and the Hugging Face ecosystem
Track and log experiments systematically using Weights & Biases or equivalent maintaining reproducibility standards throughout
Explore the intersection of LLM reasoning and crypto-native data: on-chain signals market microstructure multi-modal market intelligence identifying research opportunities unique to Binances position
Collaborate with applied engineering teams to understand how research findings translate into production constraints in a zero-downtime 24/7 trading environment
Qualifications
Currently pursuing a Masters or PhD in Machine Learning Computer Science Mathematics or related field strongly preferred;
Expected graduation inor 2028
Strong Python programming skills and PyTorch proficiency; C or Rust exposure a plus. Equally important: demonstrated comfort with vibe coding using AI-assisted development tools fluidly as part of your research and experimentation workflow
Solid understanding of transformer architectures large language model pretraining and the evolution toward reasoning models
Why Binance
Shape the future with the worlds 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.
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.
Required Experience:
IC
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Monthly Salary:
Not Disclosed
Posted on:
5 days ago
Vacancies:
1 Vacancy
