Sr Data Scientist, Risk jobs in United States
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OKX · 6 days ago

Sr Data Scientist, Risk

OKX is a leading crypto exchange that aims to reshape the future through crypto and provide individuals with freedom. The Sr Data Scientist, Risk will analyze complex fraud patterns, collaborate with stakeholders, and develop machine learning models to enhance fraud detection and prevention efforts.

AppsBitcoinBlockchainCryptocurrencyFinanceFinancial ServicesFinTechInformation TechnologyInternetWeb3
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Comp. & Benefits

Responsibilities

Identify complex fraud patterns and their technical root causes through detailed data mining and analysis, including identification of sophisticated fraud methods employed by actors who are deliberately trying to avoid detection
Serve as technical SME by sharing new data mining techniques, maintaining technical reference documentation, and interfacing with partner technology teams
Collaborate across business and technology stakeholders to communicate analytical findings to both technical and non-technical audiences
Provide technical guidance for engineering projects that incorporate new data points into the investigation team’s toolkit, such as API integrations or internal data transformations
Link Analysis/Graph analytics to find and mitigate deeply-connected fraud networks and detect new accounts being added to these networks
Unsupervised learning methods to augment existing supervised models, or detect portfolio anomalies
Development of machine learning models
Partner with product and engineering team in implementing features and models, and enhancing systems

Qualification

Machine LearningFraud AnalyticsData MiningCrypto/BlockchainStatistical SoftwareMulti-taskingCommunicationProject Management

Required

Master's degree (or PhD) in Statistics, Mathematics, Operations Research, Computer Science, Economics, Engineering or other quantitative discipline. Bachelor's degree with significant relevant experience will be considered
4+ years of fraud analytics experience in financial services or FinTechs
Crypto/Blockchain experience
Deep understanding of modern machine learning techniques / algorithms including GBM, XGBoost, LGBM, etc
Advanced programming skills of statistical / analytical software (SQL, R, Python,etc.)
Successful track record of owning and driving large, complex data analysis projects
Demonstrated capacity for innovation and outside-the-box thinking in the creation of new capabilities and processes that are unstructured or exploratory in nature
Experience in a fast-paced startup environment with a strong level of initiative
Ability and willingness to travel as needed
Strong communicator in both writing and speaking
Multi-tasking and strong project management skills

Preferred

Hands-on experience/knowledge of modeling in machine learning (GBM, XGBoost, Random Forest, etc.)

Benefits

Competitive total compensation package
L&D programs and Education subsidy for employees' growth and development
Various team building programs and company events
Wellness and meal allowances
Comprehensive healthcare schemes for employees and dependants
More that we love to tell you along the process!

Company

OKX is the second largest global crypto exchange by trading volume and a leading Web3 ecosystem.

Funding

Current Stage
Late Stage
Total Funding
$10M
Key Investors
Giant NetworkCeyuan Ventures
2017-12-15Series B
2014-03-16Series A· $10M

Leadership Team

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Gracie Lin
Singapore CEO
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Hong Fang
President
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Company data provided by crunchbase