Machine Learning Engineer 4
Core
Design, build, and deliver production ML models and components to solve real-world business problems in auto financing, collaborating with Product and Data Science teams.
Role type
Senior IC Machine Learning Engineer (Production & Infrastructure)
Builds
Production ML models, optimized data pipelines, and cloud-based ML architectures for auto financing platforms.
Domain
Financial Services / Auto Financing / Machine Learning
Deliverable
production ML models
Required skills
Python, Java, Golang, C++, PyTorch, TensorFlow, Pandas, NumPy, Scikit-learn, Spark, Ray, AWS, GCP, Azure, Kubernetes, CI/CD, Model Training, Hyperparameter Tuning, Model Monitoring, Data Pipeline Construction
Preferred skills
Algorithm Optimization, Resilient Software Design, Advanced Deployment Techniques, Technical Leadership, Paper Authorship
Technologies
PyTorch, TensorFlow, Spark, Ray, Kubernetes, AWS, GCP, Azure
Responsibilities
Design and build ML models solving business problems; Inform ML infrastructure decisions; Write and test application code; Collaborate in cross-functional Agile teams; Retrain and monitor production models; Build cloud-based architectures; Construct optimized data pipelines; Ensure code management and Responsible AI practices.
Seniority
Senior, hands-on IC
