Machine Learning Engineer II, Search Data

Machine Learning Engineer II, Search Data

Mapbox is the leading real-time location platform for a new generation of location-aware businesses. Mapbox is the only platform that equips organizations with the full set of tools to power the navigation of people, packages, and vehicles everywhere.

The Search Data team supplies address, place, and points of interest (POI) data for global searches in countries around the world. Search is crucial for our customers’ applications and we are a key partner to the Maps and Navigation organizations at Mapbox.

What You'll Do

We are looking for a Senior Machine Learning Engineer to help us build new datasets and pipelines for in-vehicle navigation applications. As a Machine Learning Engineer, you will have the opportunity to work on the Search Data team at Mapbox - an exciting and challenging opportunity!

We process batch data from thousands of sources and use ETL data pipelines to prepare it for our search engines. This area of our work presents a range of challenging algorithmic, scaling, and quality assessment opportunities. You will work with diverse datasets at scale (up to 1TB) - hundreds of millions of records - and play a vital role in ensuring the high quality of our products.

As a Machine Learning Engineer on the Search Data team, you will :

• Work with specialized geospatial data sets including, addresses, road networks, buildings, POIs.
• Form data driven hypotheses
• Develop ML models and run experiments to test your hypotheses
• Operationalize successful experiments
• Monitor and maintain operational ML models
• Implement automated quality metrics to ensure we are continuously delivering high quality data to our customers
• Mentor other software engineers to develop all aspects of their engineering skills sets, including participating in design and code reviews

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