Role overview
POWERING CRYPTO WITH DATA
CoinMarketCap is the world’s 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.
What you'll work on
- Universe Risk Management & Analysis (Real-time Spam identification): Identify anomaly patterns on Blockchain Exchanges, eliminate abnormal data. Conduct real time-series for Cryptocurrency prices by ensuring accurate prices shown, (i.e. Addr tagging: adding addr tags for Recharge, Collection, Cold wallet, etc on each chain)
- User Behavior and Pattern Analysis (Collection Ranking, Credit Scoring): Leverage our PB-scale data warehouse to perform in-depth Risk analysis to build personalized services and provide abnormal user automated recognition
- Digital Data Asset: Construct Risk control user dimension three-level features (base middle flatten) in the event of special attacks, use Blockchain-based data to perform chain-based data analysis, prediction and recommendations
What we're looking for
- 8+ years experience in developing Risk models at scale from inception to business impact
- Excel with underlying principles of Blockchain industry (Bitcoin, Ethereum, Tron, Stellar), EVM, Smart Contract Solidity. Familiar with the use of vim, shell, git and other tools
- Good experience with Python (sklearn flask), Java/ Scala (Spring Mybatis) and Spark, Hive, Redis, Flink, Kafka, HBase
- Familiar with either: Kmeans, DBSCAN, SVM, GBDT, RF, LR, NB, MLP
- Deep understanding of Real-time classifications, Recommendation systems, Risk optimization, etc
- Bonus: Familiar with NFT related Risk Management: Collection ranking, NFT scarcity, value estimate, NFT pictures/ Collection credit score
Tags & focus areas
Used for matching and alerts on DevFound Scientist Data Science Senior Blockchain Crypto Ethereum Java Nft Scala Solidity