Senior Machine Learning Engineer, Mapping

Who you are

You have 5+ years of experience in machine learning and software engineering, with a strong focus on building and deploying machine learning models at scale. You are passionate about the algorithmic and geospatial aspects of mapping challenges and have a data-driven mindset that guides your decision-making. Your expertise includes working with large datasets and real-time data processing, ensuring that you can handle the complexities of mapping data effectively.

You value software engineering best practices and understand the importance of maintaining high-quality code. You are comfortable collaborating with cross-functional teams, including data scientists and software engineers, to create innovative solutions that enhance user experiences. Your ability to communicate complex technical concepts to non-technical stakeholders is a key strength, allowing you to bridge the gap between technical and business needs.

Desirable

Experience with large language models and their application in real-world scenarios is a plus. Familiarity with geospatial data and mapping technologies will help you excel in this role. You are eager to learn and adapt to new technologies, contributing to the continuous improvement of the Mapping team at Lyft.

What you'll do

As a Senior Machine Learning Engineer on the Mapping team, you will work end-to-end on developing and improving capabilities to detect changes in the environment and reflect them in Lyft's mapping solutions. You will leverage a variety of input sources from the Lyft fleet to ensure the accuracy and freshness of mapping data. Your role will involve designing and implementing machine learning pipelines that process large volumes of data in real-time, enabling Lyft to maintain a competitive edge in the mapping industry.

You will collaborate closely with other engineers and data scientists to build robust algorithms and models that enhance the mapping experience for both drivers and passengers. Your work will directly impact Lyft's transportation offerings, making it essential for you to stay updated on the latest advancements in machine learning and geospatial technologies. You will also be responsible for optimizing existing models and algorithms to improve performance and scalability.

What we offer

At Lyft, we foster a culture of belonging and support for all team members. You will have the opportunity to work with talented colleagues who are equally passionate about technology and innovation. We encourage you to apply even if your experience doesn't match every requirement, as we value diverse perspectives and backgrounds. Lyft offers competitive compensation and benefits, along with opportunities for professional growth and development within the company. Join us in shaping the future of transportation through cutting-edge mapping solutions.