Data Scientist
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Job Description
Data Scientist leading predictive modeling and machine learning for Credible’s consumer finance marketplace. Building recommendation, classification, and automated financial product experiences.
Responsibilities:
- Drive the long-term statistical modeling and machine learning vision of the company
- Conduct exploratory data analysis before model development
- Perform feasibility assessments and proofs of concept for proposed ML solutions
- Monitor and diagnose model performance issues, including drift and degradation
- Research and evaluate additional use cases for existing models
- Support ad hoc ML-related analytics requests from stakeholders and senior data scientists
- Analyze and improve product recommendation and user classification systems
- Help optimize adaptive user experience, cross-selling initiatives, and retargeting efforts
- Design, prototype, and implement models across several domains
- Manage the full project lifecycle, including exploration, training-data preparation, model development, and production deployment
- Collaborate with product and marketing managers, analysts, and engineers to turn user insights into automated services
Requirements:
- BA/BS in Mathematics, Statistics, or Computer Science required
- 3+ years experience in developing, testing, and deploying optimized predictive models
- Advanced statistical modeling skillset (Python, R, etc.)
- Advanced SQL querying, data mining, and data cleansing skillset
- Deep knowledge of supervised and unsupervised machine learning algorithms, including neural networks and decision trees
- Advanced knowledge of experiment design
- Hands-on experience with cloud infrastructure tools (AWS EC2, S3, Redshift, Snowflake, containers)
- Advanced visualization/reporting and presentation experience
- Version Control Experience (GitHub)
- Demonstrated experience adopting and effectively leveraging AI tools in day-to-day data science workflows
- Familiarity with ML deployment infrastructure (ETL, tools, new products in the space)
- Excellent strategic project planning skillset
- Excellent written and verbal communication skills
- Ability to develop project plans and deliver results against quarterly and annual roadmaps
- Ability to work with loosely defined requirements and exercise creativity and analytical skills
- Ability to articulate vision, complex thoughts, analytical processes, and results in clear business terms
- Ability to anticipate business needs and work autonomously
- Experience with Seldon-core or other MLOps tools is preferred
- Experience at an e-commerce or fintech company is a plus
Benefits:
- Annual discretionary bonus
- Medical insurance
- Dental insurance
- Vision insurance
- 401(k) plan
- Paid time off
- Other benefits in accordance with applicable plan documents
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