Oportun is a certified community development financial institution that provides financial services, including personal loans and financial resources. The company offers “respons
Senior Data Scientist
Location
India
Posted
16 days ago
Salary
0
Seniority
Senior
Job Description
Senior Data Scientist
Oportun
• Develop data products and machine learning models used in Risk, Fraud, Collections, and portfolio management, and provide frictionless customer experience for various products and services Oportun provides. • Build accurate and automated monitoring tools which can help us to keep a close eye on the performance of the models and rules. • Build model deployment platform which can shorten the time of implementing new models. • Build end-to-end reusable pipelines from data acquisition to model output delivery. • Lead initiatives to drive business value from start to finish including project planning, communication, and stakeholder management. • Lead discussions with Compliance, Bank Partners, and Model Risk Management teams to facilitate the Model Governance Activities such as Model Validations and Monitoring.
Job Requirements
- A relentless problem solver and out of the box thinker with a proven track record of driving business results in a timely manner
- Master’s degree or PhD in Statistics, Mathematics, Computer Science, Engineering or Economics or other quantitative discipline (Bachelor’s degree with significant relevant experience will be considered)
- Hands on experience leveraging machine learning techniques such as Gradient Boosting, Logistic Regression and Neural Network to solve real world problems
- 3+ years of hands-on experience with data extraction, cleaning, analysis and building reusable data pipelines; Proficient in SQL, Spark SQL and/or Hive
- 3+ years of experience in leveraging modern machine learning toolset and programming languages such as Python
- Excellent written and oral communication skills
- Strong stakeholder management and project management skills
- Comfortable in a high-growth, fast-paced, agile environment
- Experience working with AWS EMR, Sage-maker or other cloud-based platforms is a plus
- Experience with HDFS, Hive, Shell script and other big data tools is a plus
Benefits
- Health insurance
- Professional development opportunities
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