Senior Software Engineer, Perception ML Data
Core
Design and advance systems to curate geographically diverse datasets, develop high-fidelity synthetic data frameworks, and optimize ML-powered validation for autonomous vehicle perception models.
Role type
Senior IC Perception ML Data Engineer
Builds
Data curation pipelines, synthetic data rendering frameworks, and validation tools for Level 4 autonomy
Domain
Autonomous driving / Robotics / Computer Vision
Deliverable
production ML models
Required skills
Python, C/C++, Deep Learning, Classical Algorithms, Data Curation, Synthetic Data Generation, ML System Integration, Cross-functional Leadership, Data Gap Analysis
Preferred skills
Autonomous driving data, Robotic ML systems
Technologies
VLMs, Sensor Modalities, Simulation
Responsibilities
Architect hybrid systems combining deep learning and classical algorithms for scalable data curation; Design frameworks to quantify synthetic data fidelity; Build tools to automatically surface data gaps impacting perception model performance; Collaborate with autonomy engineers to prioritize training data from raw sensor streams.
Seniority
Senior, hands-on IC
