Machine Learning Scientist (Financial Scoring)

📋 Description

• Build machine learning and deep learning models based on financial and other modalities like images and text
• Collaborate closely with cross-functional teams to integrate machine learning models seamlessly into production systems
• Conduct extensive analysis to better understand our continually evolving datasets and validate model performance
• Design and develop robust, scalable pipelines and services using software engineering best practices
• Implement end-to-end solutions, including architecture design, business logic, and deployment
• Drive the adoption of rigorous testing practices, ensuring high-quality, reliable ML model releases

🎯 Requirements

• Ph.D in Computer Science, Statistics, Mathematics or a related field
• 2+ years of relevant industry or postdoc experience
• Solid understanding of computer science fundamentals, including data structures and algorithms and object oriented programming
• Deep understanding of machine learning models and algorithms
• Deep understanding of probability and statistics
• Strong data analysis skills and experience working with messy real world data