Senior Software Engineer - Algorithm and Machine Learning (Abnormal Detection)

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 attireLearn 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. By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice.

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