Stack is developing AI and advanced autonomous systems for the trucking transportation industry. The Dynamic World Perception team needs to develop and enhance long-range detection capabilities for real-time detection of road actors and properties to ensure safety and performance standards are met or exceeded.
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.
- Fluency in Python.
- Experience with C++.
Responsibilities
- Lead initiatives in the team to deliver state-of-the-art closed-and open-world detection capabilities.
- Contribute to expansion and fusion of existing detection models to support improving performance and extending performance at range.
- 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 workstreams 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.
- 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.
