Job Description
About Stack:
Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. Stack’s autonomous technology incorporates cutting-edge advancements in artificial intelligence, robotics, machine learning, and cloud technologies, empowering us to create innovative solutions that address the needs and challenges of the dynamic trucking transportation industry. With decades of experience creating and deploying real world systems for demanding environments, the Stack team is dedicated to developing an autonomous solution ecosystem tailored to the trucking industry’s unique demands.
About the Role:
The Systems & Safety team is responsible for all activities ensuring the development of safe, reliable, and performant self-driving systems for autonomous trucks that will perform long distance transportation of goods, including actions such as safety case development, autonomy behavior definition, Operational Design Domain (ODD) definition and expansion, functional safety, product security, and more. We are mission-driven to develop, test, and field a product quickly that solves our customers’ needs, while also conducting that development to the highest degree of engineering rigor necessary for autonomous vehicles to operate safely on public roadways. As systems and safety engineers, we need your expertise to help us effectively test our AV system by developing simulation strategies, creating simulations, developing metrics, analyzing results of simulations for improvements, and more.
This role in particular will focus on the autonomy system of the autonomous truck, with work scope including simulation design and development, metric design and development, test result analysis, and AV Behavior definition. This role will require highly cross-functional work in particular with software teams developing autonomy software, simulation teams developing tools for simulation, and triage teams evaluating real-world behavior. A background or exposure to autonomous vehicle autonomy technologies and components is appreciated. Experience applying ISO 21448, Safety of the intended functionality (SOTIF) is appreciated but not required.
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.
Qualifications:
- 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.
We are proud to be an equal opportunity workplace. We believe that diverse teams produce the best ideas and outcomes. We are committed to building a culture of inclusion, entrepreneurship, and innovation across gender, race, age, sexual orientation, religion, disability, and identity.
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Please Note: Pursuant to its business activities and use of technology, Stack AV complies with all applicable U.S. national security laws, regulations, and administrative requirements, which can restrict Stack AV’s ability to employ certain persons in certain positions pursuant to a range of national security-related requirements. As such, this position may be contingent upon Stack AV verifying a candidate’s residence, U.S. person status, and/or citizenship status. This position may also involve working with software and technologies subject to U.S. export control regulations. Under these regulations, it may be necessary for Stack AV to obtain a U.S. government export license prior to releasing its technologies to certain persons. If Stack AV determines that a candidate’s residence, U.S. person status, and/or citizenship status will require a license, prohibit the candidate from working in this position, or otherwise be subject to national security-related restrictions, Stack AV expressly reserves the right to either consider the candidate for a different position that is not subject to such restrictions, on whatever terms and conditions Stack AV shall establish in its sole discretion, or, in the alternative, decline to move forward with the candidate’s application.
