Large Language Model Algorithm Engineer

Binance; Singapore; On-site; USD 90,000 - 130,000; Full time

Job summary

Binance is seeking a Large Language Model (LLM) Algorithm Engineer to join their elite team focused on AI innovations in finance and blockchain. This role involves developing advanced AI systems for intelligent trading, compliance, and customer experiences, offering a unique opportunity to shape the future of Web3.

Benefits

Innovative Work Environment

Collaborative Culture

Career Growth

Hybrid Flexibility

Competitive Compensation

Qualifications

• Proven track record of publishing in top conferences like ICLR, NeurIPS, ACL.
• Strong knowledge of reinforcement learning and reasoning algorithms.
• Fluent in Python with experience in ML frameworks.

Responsibilities

• Architect and train custom foundational LLMs for trading and compliance.
• Build multi-agent systems integrating search and reinforcement learning.
• Collaborate with product teams to deploy models in production.

Skills

Reinforcement Learning

Reasoning Algorithms

Python

Education

Master’s or PhD in Machine Learning, AI, Computer Science, Mathematics

Tools

PyTorch

TensorFlow

JAX

Job description

Position: Large Language Model (LLM) Algorithm Engineer

• Company: Binance
• Job Type: Full-Time, Hybrid

About the Job

Binance is seeking top-tier innovators to join their lean, elite LLM Algorithm & Data Science Team. This team is focused on developing next-generation AI solutions in finance, blockchain, and beyond. If you're passionate about cutting-edge AI research, this is an exciting opportunity to be part of a pioneering team in the Web3 and crypto space.

The projects you will work on will help shape the future of the Web3 ecosystem, with a focus on building advanced AI systems that will drive key products such as intelligent trading agents, compliance systems, and personalized customer experiences.

What You’ll Build

• Web3 Data Lake LLM: Develop systems to 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 workflows, travel-rule enforcement, and on-chain forensics at scale.
• AI-powered Web3 Applications: Create new AI-powered Web3 tools, such as customer service bots, trading-signal dashboards, and more.

These innovations will impact multiple internal products and help shape the future of Web3 and AI in finance.

Responsibilities

• Model R&D: Architect and train custom foundational LLMs optimized for trading, compliance, and Web3 data.
• Agent Development: Build next-gen multi-agent systems that integrate search, reinforcement learning (RL), and LLM reasoning for real-world tasks.
• Data Engineering: Work on Web3 data-lake design, including ETL pipelines, vector stores, and real-time data feeds.
• Cross-Functional Collaboration: Partner with product, compliance, and customer-support teams to deploy models in production environments.
• Innovation Pipeline: Surface new AI-Web3 use cases, prototype MVPs, and shepherd them to scale.

Requirements

• Academic Excellence: Master’s or PhD in Machine Learning (ML), Artificial Intelligence (AI), Computer Science, Mathematics, or a related field.
• Research Prodigy: Proven track record of publishing in top conferences and journals such as ICLR, NeurIPS, ACL, etc., especially in areas related to foundational LLMs, agent frameworks, or reasoning architectures.
• Expertise in RL and Reasoning: Strong knowledge of reinforcement learning, reasoning algorithms, and related paradigms. Bonus points for experience in building or extending agentic frameworks.
• Coding Proficiency: Fluent in Python and experienced with frameworks such as PyTorch, TensorFlow, or JAX. Ability to prototype new model architectures end-to-end.
• Crypto & Web3 Enthusiasm: A keen interest in finance engineering, blockchain protocols, on-chain data, DeFi mechanics, and regulatory landscapes.

Why Join Binance?

• Innovative Work Environment: Shape the future with the world’s leading blockchain ecosystem and contribute to breakthrough innovations in the Web3 space.
• Collaborative Culture: Work with top-tier talent in a flat, user-centric global organization that encourages autonomy and teamwork.
• Career Growth: Thrive in a fast-paced, results-driven workplace with plenty of opportunities for continuous learning and advancement.
• Hybrid Flexibility: Enjoy the balance of working remotely with occasional hybrid engagements, providing both flexibility and connection to the team.
• Competitive Compensation: Attractive salary package along with company benefits.

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