Senior Data Scientist / Machine Learning Engineer
Core
Design, develop, and deliver machine learning solutions for clients by deciphering loosely defined business problems using complex datasets.
Role type
Senior IC machine learning engineer (production delivery)
Builds
Machine learning enabled solutions for clients
Domain
Telecommunications / Digital Product Consulting / Data & AI
Deliverable
production ML models
Required skills
Python, machine learning frameworks (Keras, TensorFlow, PyTorch), scikit-learn, container management (Kubernetes, Kubeflow), ML deployment (MLFlow), software development lifecycle, distributed cloud platforms
Preferred skills
Experience with container management and ML deployment frameworks, end-to-end software development from scoping to production
Technologies
Python, Keras, TensorFlow, PyTorch, scikit-learn, Kubernetes, Kubeflow, MLFlow
Responsibilities
Design and develop machine learning solutions; solve loosely defined business problems via pattern detection; establish automated processes for large-scale modeling; collaborate on data acquisition, exploration, and visualization; build supporting tools
Seniority
Senior, hands-on IC