Algorithm/ Machine Learning Engineer (Abnormal Detection)

Binance, a renowned global blockchain ecosystem known for operating the largest cryptocurrency exchange worldwide in terms of trading volume and users, is seeking applicants to join their team. With a user base of over 250 million and a presence in 100+ countries, Binance is recognized for its exceptional security measures, transparent user fund management, fast trading engine, high liquidity, and a diverse range of digital asset products. The company's offerings encompass a variety of services ranging from trading and financial solutions to education, research, institutional offerings, Web3 features, and more. Binance is dedicated to harnessing the potential of digital assets and blockchain technology to create an inclusive financial environment that fosters financial accessibility and freedom globally.

Responsibilities:

• Develop and optimize algorithms for functions like abnormal detection and root cause analysis in monitoring products.
• Stay updated on the latest technologies and advancements in the AiOps field to enhance algorithm and product performance.

Requirements:

• Minimum of 5 years of work experience.
• Solid foundation in programming and proficiency in languages such as Python and Java, as well as distributed computing platforms like Spark and Flink.
• Proficient in machine learning and deep learning algorithms such as logistic regression, tree models, and temporal data correlation algorithms like ARIMA, LSTM, and CNN.
• Knowledge of machine learning development frameworks like Numpy, Sklearn, Tensorflow, and PyTorch, with practical experience and optimization skills in algorithm projects.
• Preferably possess experience in anomaly detection or root cause analysis related to monitoring products.
• Previous experience in AiOps is preferred.
• Previous experience in LLM is preferred.

Why Binance:

• Drive the future with the top blockchain ecosystem globally.
• Collaborate with top-tier professionals in a user-focused global environment with a flat organizational structure.
• Engage in unique and fast-paced projects with autonomy in an innovative setting.
• Flourish in a results-oriented workplace offering opportunities for career advancement and continuous learning.
• Competitive salary and comprehensive company benefits.
• Flexible work-from-home arrangements based on the nature of work within the business team.

Binance is an equal opportunity employer, recognizing that a diverse workforce is essential for its success. By applying for a job, you confirm acceptance of the Candidate Privacy Notice.