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Binance

Posted 13 months ago

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Senior Large Language Model Algorithm Engineer/Expert

AsiaRemoteFull-time

AI Summary

Senior LLM Algorithm Engineer focusing on building and optimizing custom foundation LLMs, multi-agent systems, and Web3 data pipelines for trading, compliance, and on-chain data use cases.

About this role

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.

    • Skills

    Agent FrameworksData EngineeringDistributed SystemsETL PipelinesJAXMLOpsModel Fine-tuningNLPOn-chain Data ProcessingPrototyping Model ArchitecturesPythonPyTorchReal-time Data StreamsReasoning AlgorithmsRLTensorFlowTrading SignalsVector DatabasesWeb3 Data-lake Design

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