hivemapperMillbrae, CA
Staff Software Engineer - Map AI Platform
Staff Software Engineer - Map AI Platform
Staff Software Engineer - Map AI Platform
hivemapperMillbrae, CA
yesterday
Software DevelopersGeographic Information Systems Technologists and TechniciansComputer Systems Engineers/Architects
Apply for this role (opens in a new tab)Map AI Platform Every 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 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.
Responsibilities:
- Drive architecture, design, implementation, and eval of our core ai systems and data platform
- Partner across company to ensure our systems are adaptable to emerging opportunities
- Help plan technical roadmaps and contribute to higher level technical strategy
Requirements:
Experience building production critical systems used by >=10s of thousands of users Deep 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 projects
Nice to Have:
Experience generating, augmenting, and managing large amounts of ML training data Experience 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 startups
What We Offer:
- Medical, dental and vision benefits plus FSAFamily leave 401(k) program
- Unlimited Flex PTOCommuter benefits
- Paid lunch
Also on the board Same function, level within a rung
Level
Lead
Location
Millbrae, CA
Occupation
Software Developers
Industry
Software Publishers
Posted
yesterday