Stack AV is developing revolutionary AI and advanced autonomous systems for the trucking transportation industry. They are seeking a Senior Systems Engineer to focus on simulation design and development, metric design, and AV behavior definition, ensuring the development of safe and reliable self-driving systems.
Responsibilities:
- Develop and guide simulation scenario test case development for evaluating system performance and behavior
- Develop AV behavior metrics to monitor performance of the system
- Identify and implement methodologies for discovery of new/unique behavior scenarios from test data
- Analyze simulation test results and identify solutions to increase test coverage, increase scenario coverage, and determine correct AV behaviors
- Develop test plans and strategies
- Contribute to development of the safety case for the complete system and help ensure it is comprehensive and complete
Requirements:
- Experience in creating simulations and working within a simulation test environment
- Experience in software engineering and algorithm design
- Fluent in Python; Experience with C++ and SQL a plus
- Experience conducting root cause analysis to determine underlying causes of issues and faults
- Demonstrated experience working across highly cross-functional teams in a fast-paced environment while maintaining a high degree of engineering rigor
- Exposure to, and familiarity with, software engineering across the full lifecycle, including software requirements development, software design, implementation, and unit & integration testing
- Work products are developed in detail-oriented and quantitative approaches
- Clear, concise communication of technical topics
- Working knowledge of safety standards applicable to on-road autonomy such as ISO-26262, ISO 21448 (SOTIF), UL 4600, or equivalent
- Experience applying ISO 21448, Safety of the intended functionality (SOTIF) is appreciated but not required