Data Scientist – Machine Learning and Algorithms (Risk Management)

Binance

Hong Kong

Full-time

Jun 8

This job is no longer accepting applications.

Binance is the global blockchain company behind the world’s largest digital asset exchange by trading volume and users, serving a greater mission to accelerate cryptocurrency adoption and increase the freedom of money.

Are you looking to be a part of the most influential company in the blockchain industry and contribute to the crypto-currency revolution that is changing the world?

Data driven based business is the core in helping to use cloud native platform to serve tens of millions of crypto-currency users. Engineers and Data Scientists across the company use the data platform to do interesting and impactful analysis for continuous innovations.

As a data scientist, you will have the opportunity to leverage rich data (PB-level scalability) and state-of-art machine learning infrastructure to develop data products which are used by our tens of millions of crypto-currency users.

You will collaborate with a strong team of engineers, data analysts, business operation and product/marketing managers to define and build solutions, features, algorithms and products based off our rich data and cutting-edge machine learning technology.

Responsibilities:

  • Universe risk management: data analysis and modeling to KYC, payment, credit, exchange scenes
  • User behavior and pattern analysis: leverage of our PB-scale data warehouse to perform in-depth analysis to build personalized services and provide abnormal user automated recognition
  • Digital data asset: obtain the blockchain based data to perform chain-based data analysis, prediction and recommendations
  • Data driven customer feedback and satisfaction analysis: leverage of machine learning techniques to understand customer’s feedback and satisfaction with proven data evidence and analysis

Requirements:

  • 2+ year experience developing machine learning models at scale from inception to business impact
  • Deep understanding of modern machine learning techniques and mathematical underpinning, such as classifications, recommendation systems, optimization and etc.
  • Working with data size from Terabyte to Petabyte scale
  • Good experience with Python, Java and/or Scala is preferred (2+ years) with solid project experience
  • Excellent communication skills (English Reading/Writing skills are required)
  • Master’s Degree with at least 2 years machine learning experience or PhD
  • Experience in Deep Learning is a plus
  • Experience in productionizing machine learning models is a plus

Conditions

• Do something meaningful; Be a part of the future of finance technology and the no.1 company in the industry

• Fast moving, challenging and unique business problems

• International work environment and flat organisation

• Great career development opportunities in a growing company

• Possibility for relocation and international transfers mid-career

• Competitive salary

• Flexible working hours, Casual work attire

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Binance

The world’s leading blockchain and cryptocurrency infrastructure provider.