Remote APAC Research Data Scientist - AI in Crypto Markets

Blockchain Academics; Hong Kong; A distancia; HKD 900.000 - 1.500.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Remote-first

Competitive salary and benefits

Global collaboration

Descripción de la vacante

Binance is seeking a Research Data Scientist to bridge rigorous research with production-ready results in a remote-first role. You will push the boundaries of AI agents for trading, analysis, and decision-making across millions of users in the Binance ecosystem.

The role emphasizes post-training alignment, efficient inference, test-time scaling, and multi-agent coordination under adversarial market conditions, with strong emphasis on publications and practical impact.

Formación

• Master's or PhD in Machine Learning, Computer Science, Mathematics, Statistics, or related field; exceptional Bachelor's candidates with demonstrable research output will be considered

Responsabilidades

• Conduct original research in generative AI and large language models applied to crypto and financial domains — focus areas include reasoning under market uncertainty, alignment of trading agents, multi-agent coordination, and test-time scaling for time-critical decisions
• Design and execute rigorous experiments — formulating clear hypotheses, implementing model and training variants including RLVR-based reasoning approaches, running systematic ablations, and drawing statistically sound conclusions
• Develop novel post-training methodologies and evaluation frameworks for LLMs operating in crypto contexts — covering chain-of-thought quality for market analysis, agent decision consistency, and robustness against adversarial prompt injection
• Research test-time scaling techniques — process reward models, self-consistency, Monte Carlo Tree Search-based planning — and apply them to improve agent reasoning quality in ambiguous, fast-moving market conditions
• Critically track developments across the research community at NeurIPS, ICML, ICLR, ACL, EMNLP, and crypto-adjacent venues — identifying high-leverage opportunities to apply state-of-the-art techniques to Binance's unique challenges

Conocimientos

Transformer architectures

RLHF / RLVR reasoning

Multi-agent coordination

English / Mandarin bilingual

Publications in AI/ML

Educación

Master's or PhD in ML/CS/Math/Stats

Herramientas

Python

PyTorch

Claude Code

Cursor

Copilot Workspace

Descripción del empleo

Binance is seeking a Research Data Scientist to bridge rigorous research with production-ready results in a remote-first role. You will push the boundaries of AI agents for trading, analysis, and decision-making across millions of users in the Binance ecosystem.

The role emphasizes post-training alignment, efficient inference, test-time scaling, and multi-agent coordination under adversarial market conditions, with strong emphasis on publications and practical impact.