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Machine Learning Engineer III

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. If you are passionate about machine learning engineering and ready to take on new challenges, we invite you to join our team!

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

What We Believe are Important Traits for This Role

9+ years of industry experience working with machine learning models in production
A scientific mindset. You are able to collect data, formulate hypotheses, and create experiments which test those hypotheses.
Excellent documentation skills to keep records of your analyses, hypotheses, experiments, and operational metrics.
Experience with AWS technologies including Glue and EMR
Proficiency in SQL
Proficiency in at least one modern programming language (Python, Scala, or Java) suitable for machine learning and data processing
Familiarity with PySpark
Integrating data with APIs and querying data through APIs

Nice to Have Traits for This role