Machine Learning Engineer - Mc Lean
Core
Design, build, and deliver ML models and components to address real business challenges at scale.
Role type
Senior IC machine learning engineer (production & infrastructure)
Builds
Large multi-tenant platforms for training and serving ML models; cloud-based architectures for optimized model deployment.
Domain
Financial services / AI & Big Data
Deliverable
production ML models
Required skills
Python, Java, Golang, C++, PyTorch, TensorFlow, Pandas, NumPy, Scikit-learn, Spark, Ray, Kubernetes, CI/CD, model monitoring, feature selection, data pipeline development
Preferred skills
Scala, AWS, Azure, GCP, Responsible AI practices, test automation
Technologies
PyTorch, TensorFlow, Spark, Ray, Kubernetes, Python, Java, Golang, Scala, AWS, Azure, GCP
Responsibilities
Design and build ML models to solve complex business problems; develop and validate ML models; automate testing and deployment; retrain, maintain, and monitor production models; build efficient data pipelines; leverage cloud architectures to deploy models at scale; ensure code quality and model governance.
Seniority
Senior, hands-on IC
