Senior Data Scientist (AIOps/ Observability)

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about 2 years old

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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 250 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.

Responsibilities

  • Responsible for the development and algorithm optimization of abnormal detection, root cause analysis and other features of monitoring products.
  • Explore and apply Large Language Models (LLMs) to Improve business efficiency, such as AI assistant
  • Get in touch with and have the opportunity to work with leading global manufacturers (Dadadog, Google, Amazon, Anodot, etc.) to build intelligent monitoring and incident analysis products using the latest AI technology

    • Requirements

  • More than 5 years working experience.
  • Build and enhance machine learning models using techniques such as logistic regression, tree-based models, ARIMA, LSTM, CNN, LLM, etc
  • Use frameworks like Spark and Flink to process large-scale data and support real-time analysis.
  • Work with tools such as NumPy, scikit-learn, TensorFlow, PyTorch and LLM to develop and deploy ML solutions.
  • Apply AIOps strategies to enable smarter alerting, automated diagnosis, and system self-recovery.
  • Explore and apply Large Language Models (LLMs) to improve log analysis, anomaly detection, root cause identification and system insights.
  • Stay current with new trends in machine learning, AIOps, and LLMs, and bring innovative ideas into the product.
  • Experience in monitoring, incident management or risk is preferred
  • Experience in leveraging AI for anomaly detection or root cause identification is preferred
  • Experience in Large Language Models (LLMs) 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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