Senior Manager, Machine Learning Engineer (People Leader)
Core
Lead and scale a team of Machine Learning Engineers to design, build, and deploy production ML models and massive multi-tenant platforms that solve complex business problems.
Role type
Senior Manager, Machine Learning Engineer (People Leader)
Builds
Production ML models, massive multi-tenant platforms for model training/serving, and optimized data pipelines.
Domain
Financial services, Machine Learning, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, Java, Golang, C++, PyTorch, TensorFlow, Spark, Ray, Kubernetes, AWS/GCP/Azure, CI/CD, Model Training, Hyperparameter Tuning, Data Pipeline Construction, Responsible AI
Preferred skills
Team Management, Incident Response Planning, Advanced ML Algorithms (RNNs, CNNs, Transformers), Reinforcement Learning, Open Source Contributions
Technologies
PyTorch, TensorFlow, Spark, Ray, Kubernetes, AWS, GCP, Azure
Responsibilities
Design and build ML models and components for real-world business problems; Build and scale massive multi-tenant platforms for ML training and serving; Recruit, nurture, and retain top engineering talent; Mentor peers and junior engineers; Retrain, maintain, and monitor models in production; Construct optimized data pipelines to feed ML models.
Seniority
Senior, People Leader
