Applied Data Scientist

Binance
Singapore
Workplace: HybridFull timeFunction: Data Science & Machine Learning0Education: bachelorsSkills: ["Problem-solving","Analytical thinking","Collaboration"]

Applied Data Scientist role joining Binance's Algorithm team to design, build, and improve AI agents at scale for crypto markets. You’ll develop production-grade LLM pipelines, optimize multi-agent reasoning under high-frequency constraints, evaluate model outputs in crypto contexts, and architect systems prioritizing low latency, high throughput, and cost efficiency in a 24/7 trading environment.

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FursaFursa
Binance
Binance
3 months ago

Applied Data Scientist

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Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Applied Data Scientist role joining Binance's Algorithm team to design, build, and improve AI agents at scale for crypto markets. You’ll develop production-grade LLM pipelines, optimize multi-agent reasoning under high-frequency constraints, evaluate model outputs in crypto contexts, and architect systems prioritizing low latency, high throughput, and cost efficiency in a 24/7 trading environment.
Location: Singapore
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Design and implement production-grade LLM pipelines powering Binance AI products and agentic trading features across on-chain markets.
  • •Continuously improve agent capabilities in understanding, reasoning, tool selection, and action execution under high-frequency trading constraints.
  • •Build and maintain evaluation frameworks for reasoning model outputs in crypto contexts (market analysis accuracy, agent decision quality, hallucination detection, prompt injection robustness).
  • •Apply test-time scaling techniques (chain-of-thought, self-consistency, process reward models) to improve agent reasoning in fast-moving markets.
  • •Architect AI system components with attention to inference latency, throughput, and cost efficiency using frameworks like vLLM and TensorRT-LLM in a zero-downtime trading environment.

Key Requirements

  • •Bachelor's or Master's degree in Computer Science, Electrical Engineering, Statistics, Mathematics, or related technical field
  • •0–5 years of industry or research experience in applied ML or AI engineering
  • •Strong Python programming skills; demonstrated comfort with vibe coding using AI-assisted development tools
  • •Demonstrated hands-on experience with LLMs — prompt engineering, post-training, or end-to-end LLM application development
  • •Familiarity with multi-agent system design — task decomposition, tool use via MCP, memory management, parallel agent execution, and inter-agent communication
Experience:0BlockchainCryptoFintech
Education:Bachelor's
Skills:Problem-solvingAnalytical thinkingCollaboration
Languages:English
Tech Stack:PythonLLMsVLLMTensorRT-LLM

Company Brief

Binance
Operates one of the world’s largest cryptocurrency exchanges, offering spot and derivatives trading, a native token (BNB), wallet services, staking, and a broad suite of crypto financial products and infrastructure.
Industry: Trading Platforms
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Valuation: Unicorn (USD 1B+)
Funding: Bootstrapped
Headquarters: George Town, Cayman Islands
Founded: 2017
WebsiteLinkedIn