Senior Manager, Machine Learning Engineering
Core
Design, build, and deliver production ML models and systems at scale, ensuring high availability and performance for real-world business problems.
Role type
Senior Manager, Machine Learning Engineering
Builds
Production ML models, optimized data pipelines, and cloud-based ML architectures
Domain
Financial services, Machine Learning Engineering
Deliverable
production ML models
Required skills
Distributed computing, Python/Scala/Java programming, ML system scaling and optimization, Team leadership, People management
Preferred skills
Advanced ML frameworks (PyTorch, TensorFlow, Spark), Cloud platform deployment (AWS/Azure/GCP), Data pipeline construction, Responsible AI practices
Technologies
Python, Scala, Java, PyTorch, TensorFlow, Dask, Spark, AWS, Azure, Google Cloud Platform
Responsibilities
Design and implement ML architectural solutions, develop and validate ML models, automate testing and deployment, monitor and retrain production models, construct optimized data pipelines, lead cross-functional Agile teams
Seniority
Senior, hands-on IC with management responsibilities