Descripción del puesto
Purpose
Reporting into the BI Technical lead, the Machine Learning Engineer is responsible for design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment requirements
Requisitos
- Strong knowledge in predictive and prescriptive modeling methodologies (pipeline development, Principal Component Analysis, Non-negative matrix factorization, Receiver Operating Characteristic, etc.)
- Experienced at leveraging both structured and unstructured data sources
- Willingness and ability to learn new technologies on the job
- Demonstrated ability to communicate complex results to technical and non-technical audiences
- Demonstrated ability to work with minimal supervision
- Establishing a model baseline, address concept drift, and prototype how to develop, deploy, and continuously improve a productionized ML application
- Bilingual