Data Scientist - Deep Learning

Binance



Binance is the global blockchain company behind the worldโ€™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 us 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.
We have multiple openings available and much more are coming due to our rapid growth of business. Sample projects include:
- User behavior and pattern analysis: KYC, Anti-Money Laundry and abnormal user automated recognition to provide our users with safe and more accurate information service
- Digital data asset: obtain the blockchain based data to perform chain-based data analysis, prediction and recommendations.
- Personalized recommender system: leverage of our PB-scale data warehouse to perform in-depth analysis and recommender system for our end-users
- Data driven customer feedback and satisfaction analysis: leverage of machine learning techniques to understand customerโ€™s feedback and satisfaction with proven data evidence and analysis
To be successful in this role, you MUST be a quick learner, stellar machine learning skills with rich and solid experience from inception to business impact, strong communication capabilities and work well in cross-functional teams (e.g. with data users from different marketing and consumer team). This is a great opportunity to enhance your machine learning /data science skills in markets and familiarize with Blockchain based technology and etc while making a real impact on Blockchain and Crypto-Currency technology globally.

Responsibilities
  • Conduct applied research and development in AI applications that involve computer vision, natural language processing, speech processing, and other related techniques
  • Work closely with other team members on implementing algorithms that power user focused products
  • Build and release models, and elevate customer experience and track impact over time

  • Requirements
  • MSc or Phd in Machine Learning, Computer Vision, Computer Science or Applied Mathematics with at least 5 years of relevant industry experience
  • Excellent hands-on experience with popular Machine Learning frameworks such as PyTorch or TensorFlow
  • Fluent in English, both written and spoken
  • Experience with application development practices at scale

  • Optional
  • Good experiences on Computer Vision particularly on OCR and text extract with deep learning based end-to-end solution
  • Good global team collaboration skills and experiences are good add-ons as well
  • Publication record at top conferences and journals is a plus
  • Conditions
    โ€ข Do something meaningful; Be a part of the future of finance technology and the no.1 company in the industry
    โ€ข Fast moving, challenging and unique business problems
    โ€ข International work environment and flat organisation
    โ€ข Great career development opportunities in a growing company
    โ€ข Possibility for relocation and international transfers mid-career
    โ€ข Competitive salary
    โ€ข Flexible working hours, Casual work attire


    Apply now
    Apply now

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