Investment Banking Analyst II at Fifth Third Bank supporting financial transactions and strategic initiatives in Corporate & Investment Banking. Responsibilities include financial modeling, client engagement and due diligence.
About the role
- Machine Learning Scientist developing machine learning models and innovative technologies at Lendbuzz. Delivering impactful solutions for underserved borrowers in a collaborative environment.
Responsibilities
- 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
- Stay updated with advancements in machine learning and related technologies to continuously improve our solutions
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
- Proficiency in python and familiarity with commonly used machine learning libraries such as numpy, pandas, torch, and scikit-learn
- Excellent communication skills
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