Map AI PlatformEvery day, we process data from millions of KM from 10s of thousands of high resolution sensors deployed around the world. A symphony of different Sensor Fusion, ML, AI, 3D Reconstruction processes are performed at the edge and in our processing clusters, for which the Map AI Platform orchestrates.The Map AI Platform is the core data engine that powers our data customers, consumer products, and user-facing AI technology. These complex systems control and learn patterns about map data all over the world and enable us to to continuously evolve map data intelligence, semantic extraction, QA at scale.
For example, we've recently been using the system to learn hyperlocalized road network patterns to automatically QA and correct noise from map conflation.We strongly believe in engineering design principles around abstraction and programmability that allow us to move quickly with minimal manual interventions. Our work is fast-paced, collaborative, and data-driven.ResponsibilitiesDrive architecture, design, implementation, and eval of our core ai systems and data platformPartner across company to ensure our systems are adaptable to emerging opportunitiesHelp plan technical roadmaps and contribute to higher level technical strategyRequirementsExperience building production critical systems used by >=10s of thousands of usersDeep backend experience with large scale data platforms, DBs, ETL, distributed systems, etc.Strong analytical skills in a relevant field like ML, math, statistics, quantitative economics, etc.Track record of leading and mentoring teams in successful projectsNice to HaveExperience generating, augmenting, and managing large amounts of ML training dataExperience integrating or training/fine-tuning ML CV vision models, VLLM models, etc.Familiarity with geospatial data, HD mapping, sensors fusion, ADAS or AV, etc.Experience scaling products or systems at hyper-growth startupsWhat We OfferMedical, dental and vision benefits plus FSAFamily leave401(k) programUnlimited Flex PTOCommuter benefitsPaid lunch