Data Scientist - Algorithm and Machine Learning (Abnormal Detection)
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Binance
Singapore / Taiwan, Taipei
Hybrid
Full Details of Job Post
Binance is the leading global blockchain ecosystem and cryptocurrency infrastructure provider whose suite of financial products includes the world’s largest digital-asset exchange.
Our mission is to accelerate cryptocurrency adoption and increase the freedom of money.
If you’re looking for a fast-paced, mission-driven organization where opportunities to learn and excel are endless, then Binance is the place for you.
Responsibilities
Responsible for the development and algorithm optimization of abnormal detection, root cause analysis and other functions of monitoring products
Focus on cutting-edge technologies and trends in AiOps field to drive algorithm and product optimization
Requirements
More than 5 years working experience
Good foundation of program development, familiar with Python, Java, spark, Flink and other distributed computing platforms
Expert in Time Series data processing algorithms is required, covering RNN, LSTM and DNN and other deep learning algorithms
Strong experience in anomaly detection is required, such as identifying data patterns (periodicity, volatility, irregularity) and applying different algorithmic model detection for different data patterns
Strong experience of monitoring and incident handling is required
Experience in anomaly detection or root cause analysis related to monitoring products is preferred
AiOps related experience is preferred
Working at Binance
• Be a part of the world’s leading blockchain ecosystem that continues to grow and offers excellent career development opportunities
• Work alongside diverse, world-class talent in an environment where learning and growth opportunities are endless
• Tackle fast-paced, challenging and unique projects
• Work in a truly global organization, with international teams and a flat organizational structure
• Competitive salary and benefits
• Flexible working hours, remote-first, and casual work attire
Learn more about how Binancians embody the organization’s core values, creating a unified culture that enables collaboration, excellence, and growth.
Apply today to be a part of the Web3 revolution!
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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