Senior Algorithm Engineer, Large Language Models

Binance

full-time

Posted on: 9/27/2025

Location Type: Hybrid

Location: 🇸🇬 Singapore

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Senior

ETLPythonPyTorchTensorflowWeb3

About the role

Architect and train custom foundation LLMs optimized for trading, compliance, and Web3 data.
Build next-generation multi-agent systems blending search, reinforcement learning, and LLM reasoning for real-world tasks.
Collaborate on Web3 data-lake design including ETL pipelines, vector stores, and real-time feeds.
Partner with product, compliance, and customer-support teams to deploy models in production.
Surface new AI-Web3 use cases, prototype MVPs, and shepherd them toward scale.
Ingest and reason over massive on-chain and off-chain datasets to power real-time insights.
Design intelligent trading agents, signal generators, and strategy-optimization engines.
Automate compliance, travel-rule enforcement, and on-chain forensics at scale.

Master's or PhD in ML, AI, Computer Science, Mathematics, or related field.
Published in top conferences/journals (ICLR, NeurIPS, ACL, etc.) on foundational LLMs, agent frameworks, or reasoning architectures.
Deep expertise in reinforcement learning, reasoning algorithms, or related paradigms; bonus if experience building or extending agentic frameworks.
Fluent in Python; experience with PyTorch, TensorFlow, JAX, or similar; ability to prototype new model architectures end-to-end.
Enthusiasm for finance engineering, blockchain protocols, on-chain data, DeFi mechanics, or regulatory landscapes.

Tip: use these terms in your resume and cover letter to boost ATS matches.

machine learningartificial intelligencereinforcement learningreasoning algorithmsPythonPyTorchTensorFlowJAXETL pipelinesdata analysis

collaborationcommunicationproblem-solvingcreativityleadership

Master's degreePhD