Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by over 280 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.
We are looking for a seasoned SRE (with AI experience) Engineer to design and improve our central Big Data Infrastructure/services to the next evolution!
To ensure Binance Data, Services, and Infrastructures are reliable, fault-tolerant, efficiently scalable, and cost-effective. The ideal talent should have relevant Fine Tuning
experience. Responsibilities
- Engage in and improve the whole lifecycle of service, from inception and design, through to deployment, operation, and refinement.
- Develop and maintain tools, re-designing capacity planning infrastructure for greater scalability.
- Troubleshooting, diagnosing, fixing software issues, and ensuring data security.
- 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
- Have source code understanding of open-source data groups, such as HDFS, HBase, YARN, Spark, Flink, Airflow, Kyuubi, ZK, Kafka, etc
- In-depth understanding of Linux and computer networks.
- Experience in at least one language (Python/Golang/Java, etc.).
- Experience in profiling, benchmarking and optimizing ML applications
- Self directed, self motivated and detail oriented with ability to come up with good design proposals and thorough analysis of production issues
- Ability to thrive in a multi-functional team on high profile, critical projects
- Minimum of 5 years of hands-on experience on backend or big data ecosystem.
- Comfortable working in a high-velocity startup environment with evolving goals and systems
- Middleware:
- Java code development experience, preferably Apache open source project developers
- Big data architecture experience, having built a multi-middleware-based technical architecture
- Experience in high availability, high performance, and resource optimization.
- LLMOps:
- Experience in LLM-related project architecture design, code development, and performance tuning.
- Experience in LLM training and development of optimization-related platform tools.
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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