Mapbox
Technology
SeniorMachineLearningEngineer,HDMaps
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Machine Learning Engineer, HD Maps at Mapbox. Skills: Machine Learning, Data Engineering, Geospatial Data. Take ownership of ML projects. Design new feature extraction pipelines”
Industry & Context.
Resourceful and innovative problem
What They're Looking For.
Must Have
5+ years of hands-on experience with Machine Learning / Data, Proficient in SQL, Basic understanding of distributed computing
Nice to Have
Hands-on experience with Spark / PySpark, Deep Learning / LMM experience, Experience with Hadoop, Experience with workflow management tools, Experience with AWS services
What You'll Do.
Take ownership of ML projects
Design new feature extraction pipelines
Implement new feature extraction pipelines
Collect technical data
Monitor technical data
Collect business data
Monitor business data
Assume key position in deliberating security best practices
Implement security best practices
How You'll Work.
Team & Collaboration
Competent, cross-functional, passionate, self-organized team
Communication Scope
Good communication skills
Full Job Description
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. More than 4 million registered developers have chosen Mapbox because of the platform’s flexibility, security and privacy compliance. Organizations use Mapbox applications, data, SDKs and APIs to create customized and immersive experiences that delight their customers. WHAT WE DO On the HD Maps team, we are at the forefront of geospatial big-data analytics and insights for customer market segments and product offerings. Our expertise is pivotal in deploying GIS algorithmic stages into scalable production cloud applications, leveraging platforms like AWS and Spark. We work on Mapbox's award-winning high-precision maps (“HD Maps”) products family, spanning across ADAS, AV, and Non-Automotive GIS data customers in numerous projects. We cover everything from data and systems analysis to automotive and cloud application architecture, including compute, storage, cost and performance assessments. As AI becomes embedded in modern engineering workflows, we value engineers who can thoughtfully integrate AI into design, development, and decision-making. Our interview process will include discussion of how you use AI in your engineering workflow. WHAT YOU'LL DO Joining us as a Machine Learning Engineer, you'll play a key role in one of the aspects of developing software and tech for improving map features, navigation, and high-definition maps. You'll bring your experience and skills to our exciting project within a competent, cross-functional, passionate, and self-organized team. In this role, you can expect to: - Take ownership of ML projects across the company; - Design and implement new feature extraction pipelines from open source and proprietary data; - Collect and monitor technical and business metrics; - Assume a key positi
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