Backend Engineer ( recommendation) - AI/LLM

Posted Yesterday
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19 Locations
In-Office or Remote
Senior level
Blockchain • Fintech • Software • Cryptocurrency • Metaverse
The Role
Design, build, and maintain high-performance backend services and APIs using Java/Spring Boot. Develop and productionize recommendation algorithms and LLM systems, optimize LLM workloads (including on-prem), ensure scalability, reliability, and security, and collaborate across time zones with product and project teams to own end-to-end architecture.
Summary Generated by Built In
Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by 300+ million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.

About The Team
Join one of Binance's core Tech functions, the 'Home, Market & Dashboard' team, and help shape the essential user interfaces and experiences on our platform. This team ensures seamless access to market data, account details, and trading functionalities, enhancing the overall user experience. Be part of a team that drives innovation and excellence in the world of digital finance.
 
About The Role
We’re seeking a talented Senior Java Spring Engineer with 5+ years of experience to join our team. The ideal candidate will have strong expertise in Java Spring Boot and microservice development. Experience with AWS, full-stack development, and blockchain technology is a plus. Additionally, candidates must have proven experience with recommendation algorithms and large language models (LLMs), which is a key requirement for this role.

Responsibilities

  • Design, develop, and maintain backend services and APIs for global products using Java.
  • Build a high-performance, highly available, and secure backend system to provide robust support for business operations.
  • Working closely with team members across different time zones to ensure effective collaboration and communication.
  • Collaborate closely with product managers and project managers to own the end-to-end system architecture.
  • Optimize system performance, reliability, and scalability in a production environment.
  • Build production LLM systems to power business functions, from data to production, emphasizing automation and reproducibility.
  • Optimize and support LLM workloads in on-prem environments.

Requirements

  • Bachelor's degree in Computer Science, Engineering, or related field.
  • Minimum of 5 years of experience in software development and architecture.
  • Strong expertise in Java and backend frameworks (e.g., Spring Boot, RESTful APIs)
  • Experience with databases (SQL and/or NoSQL), messaging systems (e.g., Kafka, RabbitMQ), and microservices architecture
  • Experience in LLM-related project architecture design, code development, and performance tuning.
  • Experience in LLM training and development of optimization-related platform tools.
  • Bilingual English/Mandarin is required to be able to coordinate with overseas partners and stakeholders.

Nice To Have

  • Full-stack development experience is an advantage.
  • Experience with AWS cloud services is a plus.
  • Knowledge of blockchain technology is preferred.

Why Binance
• Shape the future with the world’s leading blockchain ecosystem
• Collaborate with world-class talent in a user-centric global organization with a flat structure
• Tackle unique, fast-paced projects with autonomy in an innovative environment
• Thrive in a results-driven workplace with opportunities for career growth and continuous learning
• Competitive salary and company benefits
• Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)

Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.
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Skills Required

  • Bachelor's degree in Computer Science, Engineering, or related field.
  • Minimum of 5 years of experience in software development and architecture.
  • Strong expertise in Java and backend frameworks (Spring Boot, RESTful APIs).
  • Experience with databases (SQL and/or NoSQL), messaging systems (Kafka, RabbitMQ), and microservices architecture.
  • Proven experience with recommendation algorithms.
  • Proven experience with Large Language Models (LLM) project architecture, code development, and performance tuning.
  • Experience in LLM training and development of optimization-related platform tools.
  • Bilingual English and Mandarin proficiency.
  • Full-stack development experience.
  • Experience with AWS cloud services.
  • Knowledge of blockchain technology.
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The Company
Melbourne, VIC
7,696 Employees
Year Founded: 2017

What We Do

Binance is the world’s leading blockchain and cryptocurrency infrastructure provider with a financial product suite that includes the largest digital asset exchange by volume. Trusted by millions worldwide, the Binance platform is dedicated to increasing the freedom of money for users, and features an unmatched portfolio of crypto products and offerings, including: trading and finance, education, data and research, social good, investment and incubation, decentralization and infrastructure solutions, and more. For more information, visit: https://www.binance.com

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