Senior Systems Engineer, Event Detection and Response
Core
Design, implement, and maintain event detectors for autonomous vehicle log data to identify safety-relevant behaviors and accelerate issue resolution.
Role type
Senior Systems Engineer (Autonomous Vehicle Event Detection)
Builds
Event detection logic, simulation scenarios, and regression test suites for autonomous driving systems.
Domain
Autonomous Vehicles / Robotics / Data Engineering
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python (pandas, numpy, polars), SQL, Linux CLI, Git, ROS bags, Parquet/Arrow, signal/rule-based detection, requirements management, data analysis on large datasets
Preferred skills
CARLA or in-house simulation platforms, distributed data platforms (Spark, Dask)
Technologies
Python, SQL, Linux, Git, ROS, Parquet, Arrow, Spark, Dask, CARLA
Responsibilities
Design and maintain event detectors for vehicle log data; partner with data engineering and simulation teams to integrate detectors into automated pipelines; analyze large-scale vehicle log datasets to characterize event frequency and severity; support safety risk assessments for complex driving maneuvers; define and maintain system requirements with full traceability to field events and simulation scenarios.
Seniority
Senior, hands-on IC
