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Large Language Model Algorithm Engineer
Asia
Engineering – Data Science/AI /
Full-time Onsite or Remote /
Hybrid
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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.
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How do I get a job at DeFi?
Getting a job in the DeFi (decentralized finance) industry can be a competitive process, but there are a few steps you can take to increase your chances of finding a job in this field:
- Build up your skills and knowledge: To work in DeFi, you'll likely need to have a strong understanding of blockchain technology, as well as other related technologies such as smart contracts and cryptocurrency. Consider taking online courses or earning a degree in a relevant field to build up your skills and knowledge.
- Network with industry professionals: Attend meetups and conferences related to DeFi and make connections with professionals in the industry. Networking can be a valuable way to learn about job openings and get your foot in the door at a DeFi company.
- Create a strong online presence: Many DeFi companies will look at your online presence (such as your LinkedIn profile and personal website) when considering you for a job. Make sure to showcase your skills and accomplishments online and keep your profile up to date.
- Apply for relevant job openings: Keep an eye out for job openings at DeFi companies and apply for positions that align with your skills and experience. Apply for DeFi Jobs without Experience. Tailor your resume and cover letter to the specific job you're applying for and highlight any relevant experience or skills you have.
- Consider internships or volunteer work: DeFi Internships or volunteer work can be a great way to get your foot in the door and gain valuable experience in the DeFi industry. Many companies also offer internships to students, so consider applying for an internship if you're still in school.
- Be persistent: keep trying if you don't get a job right away. It can take time to find the right opportunity, but with the right skills and determination, you can land a job in the DeFi industry.