About The Job
SBG Funding is a leading source for business funding, recognized for its reliability and expertise in the commercial lending arena. Our mission is to provide fast, flexible, and affordable capital to small businesses nationwide, fueling their growth and success.
Responsibilities
- Analyze diverse datasets to extract meaningful insights and patterns, identifying actionable opportunities for optimization and innovation
- Design, develop, and deploy predictive models, clustering algorithms, recommendation systems, and anomaly detection models for various applications, including customer segmentation, fraud detection, credit risk assessment, and personalized recommendations
- Conduct exploratory data analysis, feature engineering, and model selection to optimize performance and enhance predictive accuracy
- Implement and maintain scalable machine learning pipelines and workflows, ensuring reliability, scalability, and efficiency
- Process large-scale data and build scalable data processing pipelines
- Evaluate model performance using appropriate metrics and techniques, conducting A/B testing and iterating on models to continuously improve accuracy and business impact
- Collaborate with other technical teams to integrate machine learning models into production systems, monitor performance, and troubleshoot issues
- Contribute to the development of best practices, standards, and documentation for machine learning processes and methodologies
Requirements
- 7+ years of experience in data science or machine learning roles, with expertise in developing and deploying machine learning models
- Degree in Computer Science, Statistics, Mathematics, or a related field
- Proficiency in Python programming and machine learning libraries (e.g., TensorFlow, scikit-learn) for model development and deployment
- Experience with data preprocessing, feature engineering, and model selection techniques to optimize performance
- Familiarity with cloud services (AWS, Google Cloud, Azure)
- Strong understanding of statistical analysis, hypothesis testing, and experiment design
- Excellent problem-solving skills with the ability to translate business requirements into technical solutions
- Strong communication and collaboration skills with the ability to work effectively in a fast-paced, cross-functional environment
Preferred
- Experience in B2C Fintech or Financial Services domains
- Experience with Salesforce