Job Directory Senior Machine Learning Engineer

Senior Machine Learning Engineer
New York, NY

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Job Description

* Participate and execute various projects in the fields of statistics, machine learning and deep learning. Collaborate with a team of data scientists and engineers.
* Adapt and customize machine learning and natural language processing to execute core data ingestion and transformation tasks: translations, validations, exception detection. Work with both commercial software solutions and open source software.
* Employ image recognition and natural language processing to capture data from unstructured data including image, text and handwriting.
* Build data pipelines based on modern IT architectures (batch & streaming). Configure extract/transform/load software and rules engines.
* Deploy Python or R based predictive models and applications as RESTful microservices using Python and Flask.
* Help establish CI/CD workflows and cloud deployment using Munich Re analytic architecture including Docker and the Azure Kubernetes Services
* Advocate for software engineering best practices, perform code review, and facilitate collaboration in a DevOps environment
* Carry out research on statistical, machine learning and deep learning methods and technologies that could offer potential competitive advantages.
* Network with already existing data-intensive units in the area of analysis and reporting, as well as with IT to form an analytics community. Collaborate with internal partners in Munich Chief Data Office to leverage capabilities in big data technology

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