Job Details
Large Language Model Algorithm Engineer
Crypto Jobs
Job Description
Position: Large Language Model Algorithm Engineer
- Company: Binance
- Location: Taipei, Taipei City, Taiwan (Hybrid)
- Job Type: Full-Time
About the Job
Binance is assembling a lean, elite LLM Algorithm & Data Science Team to revolutionize AI solutions in finance, blockchain, and Web3. We are looking for passionate, driven innovators to help build next-generation technologies that will power the future of crypto, Web3, and beyond. If you're excited about cutting-edge AI research and its real-world applications, this is your moment to make history.
What You’ll Build
- Web3 Data Lake LLM: Develop models that ingest and reason over massive on-chain and off-chain datasets to generate 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.
- AI-Powered Web3 Applications: Contribute to a range of applications, including customer-service bots, trading-signal dashboards, and more.
Your work will support both internal products and help create entirely new AI-Web3 innovations that could reshape the industry.
Responsibilities
- Model R&D: Architect and train custom foundation LLMs tailored for trading, compliance, and Web3 data.
- Agent Development: Build advanced multi-agent systems combining search, reinforcement learning (RL), and LLM reasoning for real-world tasks.
- Data Engineering: Collaborate on Web3 data-lake design including ETL pipelines, vector stores, and real-time feeds.
- Cross-Functional Collaboration: Partner with teams in product, compliance, and customer support to deploy models into production.
- Innovation Pipeline: Discover new AI-Web3 use cases, prototype MVPs, and scale them into robust solutions.
Requirements
- Academic Excellence: Master’s or PhD in Machine Learning (ML), AI, Computer Science, Mathematics, or a related field.
- Research Prodigy: Published in top conferences/journals like ICLR, NeurIPS, ACL, etc., focusing on foundational LLMs, agent frameworks, or reasoning architectures.
- Expertise in Reinforcement & Reasoning: Deep understanding of reinforcement learning, reasoning algorithms, or related paradigms. Bonus points for experience building or extending agentic frameworks.
- Polyglot Coder: Fluent in Python and experienced with frameworks like PyTorch, TensorFlow, JAX, or similar. Comfortable prototyping new model architectures end-to-end.
- Crypto & Web3 Curiosity: A strong interest in finance engineering, blockchain protocols, on-chain data, DeFi, and regulatory landscapes.
Why Binance
- Innovative Work: Shape the future of AI and blockchain technology with the world’s leading cryptocurrency platform.
- Elite Team: Join a high-performing, elite team of innovators working on cutting-edge projects in AI and Web3.
- Career Growth: Thrive in an environment that offers autonomy, continuous learning, and ample opportunities for career advancement.
- Competitive Benefits: Enjoy a competitive salary and company benefits.
- Hybrid Work: Flexibility to work in a hybrid environment, blending office time with remote work.
How to Apply
Ready to contribute to the future of AI and Web3 at Binance? Apply now for the Large Language Model Algorithm Engineer position and help shape the future of the crypto world.
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