Senior Deep Learning Engineer
Europe
Binance
Binance cryptocurrency exchange - We operate the worlds biggest bitcoin exchange and altcoin crypto exchange in the world by volumeAre 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 customer’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.
Requirements
- 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
Responsibilities
- MSc or Phd in Machine Learning, Computer Vision, Computer Science or Applied Mathematics with at least 5 years of relevant industry experienceExcellent hands-on experience with popular Machine Learning frameworks such as PyTorch or TensorFlow
- Fluent in English, both written and spokenExperience with application development practices at scale
- Good experiences on Computer Vision particularly on OCR and text extract with deep learning based end-to-end solution is a plus
- Good global team collaboration skills and experiences are good add-ons as well
- Publication record at top conferences and journals is a plus
Tags: Blockchain Computer Science Computer Vision Crypto Data analysis Deep Learning Finance Machine Learning Mathematics NLP OCR PhD PyTorch Research TensorFlow
Perks/benefits: Career development Competitive pay Conferences Flat hierarchy Flex hours Flex vacation Relocation support
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