Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations, specifically within the trucking transportation industry. The Dynamic World Perception team needs to develop real-time detection of road actors and properties, including occupancy networks and perception algorithms, to accurately identify and classify dynamic elements in the driving environment. The role focuses on leading the development, maintenance, and enhancement of long-range detection capabilities to meet safety and performance standards.
Requirements
- Extensive experience architecting, training, and deploying deep learning models into real-world environments.
- Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
- Experience delivering detection, segmentation, and/or tracking solutions for real-time robotic applications.
- Prior experience in sensor fusion is highly desirable.
- Strong experience in software engineering and machine learning algorithm design.
- Strength in C++ and experience with Python.
Responsibilities
- Work in the team to deliver state-of-the-art long-range detection capabilities.
- Contribute to expansion and fusion of existing detection models to support long-range performance.
- Contribute to improvement of model frameworks, architecture, and data pipelines.
- Develop robust software for onboard vehicle deployment, optimizing for real-time, resource-constrained, and safety-critical environments.
- Drive highly cross-functional features and work streams from problem statement to delivery.
- Contribute to the technical direction of the team and broader perception org.
- Lead challenging technical topics and build consensus.
Other
- Align stakeholders with strong presentation and communication skills.
- 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.
- We are committed to building a culture of inclusion, entrepreneurship, and innovation across gender, race, age, sexual orientation, religion, disability, and identity.
