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Senior Data Scientist
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Senior Data Scientist
- New York, New York, United States
- New York, New York, United States
Über
Research and develop credit risk predictive models based on cross-border consumer performance data or bank transaction data. Research and develop bank transaction text classification models leveraging statistical models and/or large language models Utilize bank transaction data to develop attributes for credit risk assessment, income verification, or other financial products. Research and develop models for document processing and tampering identification. Collaborate with our engineering organization to guide reliable deployments of data science products; Perform continuous research into new data sources, variables, and modeling methodologies. Develop and execute model monitoring solutions.
YOUR SKILLSET:
4+ Years relevant experience in data science, quantitative modeling, or machine learning. Relevant PhD or MS preferred (e.g., Data Science, Computer Science, Statistics, Applied Statistics, Operational Research) Required - Fluency in generalized linear models & machine learning methods and tools; Preferred - Experience with hypothesis testing Required - Fluency using Python and SQL; Preferred - Experience using PySpark and Pola.rs Preferred - NLP and document fraud experience Preferred - consumer credit risk knowledge Above all, the ability to break down new and complex problems into fundamental and solvable components.
IC3: $140,000 - $166,250 IC4: $168,000 - $199,500 The Base Salary Range for U.S.-based candidates and is dependent on individual experience, skills, education, location, and qualifications. We consider all elements of compensation as a part of the value we provide to Novans. This may include: base salary, equity grants, incentive compensation for eligible roles, professional development, flexible PTO, and tenure rewards. We offer U.S.-based Novans competitive, employer-subsidized medical, dental, and vision plans, in addition to mental health and wellness benefits and a range of other benefits & perks.Everyone is welcome at Nova Credit. We are an equal opportunity employer where our diversity and inclusion are central pillars to our company strategy. We look for applicants who understand, embrace and thrive in a multicultural and increasingly globalized world. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. Before submitting your application, please review ourApplicant Privacy Notice to learn how we collect, use, and protect your personal information during the application process.
Sprachkenntnisse
- English
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