Senior Systems & Safety Engineer – AI/ML
Core
Define functional safety and SOTIF strategies for learned components in Level 4 autonomous commercial vehicles, establishing out-of-distribution detection and runtime AI safety monitors.
Role type
Senior Systems & Safety Engineer (AI/ML)
Builds
Safety cases and safety architectures for driverless autonomous trucks
Domain
Autonomous Vehicles / Middle-mile Logistics
Deliverable
production ML models
Required skills
ISO 21448 (SOTIF) expertise, UL 4600 knowledge, ISO 26262 familiarity, HAZOP/STPA risk analysis, neural network safety requirements derivation, ODD coverage assessment, GSN argumentation
Preferred skills
L4 autonomous vehicle commercial deployment experience, data generation/curation tools, active learning, automated edge-case extraction
Technologies
LiDAR, Radar, Cameras, IMUs
Responsibilities
Lead implementation of ISO 21448 and UL 4600 frameworks; Derive safety requirements and performance boundaries for deep learning models; Design deterministic AI safety guardrails and OOD detectors; Establish criteria for training dataset completeness and ODD coverage; Conduct HAZOP, STPA, and SOTIF risk analyses; Author structured safety case arguments using Goulburn/GSN.
Seniority
Senior, hands-on IC
