Summary: Binance is assembling an elite LLM Algorithm & Data Science Team to pioneer next-generation AI solutions in finance, blockchain, and Web3, focusing on inventing tomorrow's models rather than retrofitting old ones. Highlights: 1. Pioneer next-generation AI solutions in finance, blockchain, and Web3 2. Invent tomorrow's models for Web3 Data Lake, Trading System, and Compliance LLMs 3. Opportunity to make history with cutting-edge research and innovation Calling top\-tier AI and Web3 innovators from around the globe! Binance is building the world’s foremost crypto and Web3 platform—and we’re just getting started. We’re assembling a lean, elite LLM Algorithm \& Data Science Team (3–5 members) to pioneer next\-generation AI solutions in finance, blockchain, and beyond. If you’re young, passionate, and driven by cutting\-edge research, this is your moment to make history. **What You’ll Build:** We’re not here to retrofit yesterday’s models—we’re here to invent tomorrow’s:* **Web3 Data Lake LLM** Ingest and reason over massive on\-chain and off\-chain datasets to power real\-time insights.* **Trading System LLM** Design intelligent trading agents, signal generators, and strategy\-optimization engines.* **Compliance and Regulatory LLM** Automate compliance, travel\-rule enforcement, and on\-chain forensics at scale. .**…and beyond** From customer\-service agents and personalized navigation experiences to completely new AI\-powered Web3 applications. Your creations will underpin multiple internal products—customer support bots, trading\-signal dashboards, compliance workflows, user\-experience agents—while also bootstrapping entirely new AI\-Web3 innovations. ### **Responsibilities:** * Model R\&D: Architect and train custom foundation LLMs optimized for trading, compliance, and Web3 data. * Agent Development: Build next\-gen multi\-agent systems that blend search, RL, and LLM reasoning for real\-world tasks. * Data Engineering: Collaborate on Web3 data\-lake design—ETL pipelines, vector stores, real\-time feeds. * Cross\-Functional Impact: Partner with product, compliance, and customer\-support teams to deploy models in production. * Innovation Pipeline: Surface new AI\-Web3 use cases, prototype MVPs, and shepherd them toward scale. ### **Requirement:** * Academic Excellence: Master’s or PhD in ML, AI, Computer Science, Mathematics, or related field. * Research Prodigy: Published in top conferences/journals (ICLR, NeurIPS, ACL, etc.) on foundational LLMs, agent frameworks, or reasoning architectures. * Reinforcement \& Reasoning: Deep expertise in reinforcement learning, reasoning algorithms, or related paradigms—bonus if you’ve built or extended agentic frameworks. * Polyglot Coder: Fluent in Python; experience with PyTorch, TensorFlow, JAX, or similar. You can prototype new model architectures end\-to\-end. * Crypto \& Web3 Curious: Enthusiasm for finance engineering, blockchain protocols, on\-chain data, DeFi mechanics, or regulatory landscapes. 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.