Experienced Deep Learning Software Engineer - Algorithms & Data

Our team develops models for road perception. We turn multi-sensor inputs (vision, maps, and more) into models that understand road geometry and behavior. We work at the intersection of algorithms, DL models, infrastructure, and data engineering.

• Own road data pipelines end to end: tools for datasets and databases, running across S3 and on-prem
• Design algorithms on large-scale vision and multi-sensor data (maps, sporadic inputs), including geometric reasoning from 2D image space to 3D world space for perception and world modeling
• Implement and develop algorithms for the AV production system
• Build evaluation tools, algorithms, metrics, and related infrastructures

• Bachelor's degree in Computer Science or equivalent
• 3+ years in software development and data pipelines
• Familiarity with deep learning and the model development lifecycle
• Strong Python and standard data libraries
• Experience with cloud development and distributed data pipelines
• Eagerness to learn, experiment, and go deep - technically and conceptually

• Strong C / C++- an advantage
• Experience with deep learning and transformers- an advantage
• Data-oriented mindset- an advantage