Job Description

Company Description

POWERING CRYPTO WITH DATA
CoinMarketCap is the world\xe2\x80\x99s most trusted and accurate source of data for cryptocurrencies. Used by millions of individuals, organizations, and exchanges, CoinMarketCap brings the most up-to-date market capitalizations, pricing, and cryptocurrency information to our users.

Pulling data from multiple exchanges and combining our robust research allows us to provide the most realistic representation of each cryptocurrency. As we grow, we will continue to provide access to our data wherever, whenever, and however is most helpful to our users.

CREATING AN OPEN WORLD
Our mission is to be the world\xe2\x80\x99s authority on cryptocurrency data. We believe in an open and decentralized world, where we play a pivotal role in powering decisions and insights to drive greater understanding and adoption of cryptocurrencies. We want to achieve this mission with people who truly believe in the value and potential of empowering individuals.

We have multiple openings available and many more are coming due to our rapid growth of the 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 in CoinMarketCap
• 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\xe2\x80\x99s feedback and satisfaction with proven data evidence and analysis

• Responsible for designing and managing Search Recommendation Algorithm services and models, i.e. Large-scale distributed Algorithm analysis platform
• Experience with Risk control Algorithm - Anomaly Detection
• Implementation of Deep Learning / Machine Learning powered Personalization methods and Design patterns, i.e. Data parallelization, Model parallelization, Learning Rate Hyperparameter tuning
• In-depth understanding of Recommendation systems with the business domain knowledge to take the impact of AI product to the next level
• Drive the development of core modules with data-driven strategy to maximize the impact, i.e. Improve Search Click Through Rate

Qualifications

• At least 7 years of hands on experience with Bachelor\xe2\x80\x99s Degree in Machine Learning, Computer Vision, Computer Science or Applied Mathematics
• Familiar with Python, Spark, Java
• Hands on developing Time-series Anomaly Detection
• Excellent hands-on experience with popular Machine Learning frameworks such as PyTorch or TensorFlow
• Plus point: Natural Language Processing (NLP)/ Facial Recognition
• Fluent in English, both written and spoken
• Experience with Application Development practices at scale
• Good global team collaboration skills and experiences are good add-ons as well

Additional Information

Working at CoinMarketCap

• Do something meaningful; Be a part of the future of finance technology and the leading company in the industry
• Fast moving, challenging and unique business problems
• International work environment, flat organization, flexible working hours
• Great career development opportunities in a growing company
• Possibility for relocation and international transfers mid-career
• Competitive salary

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CoinMarketCap