Stack AV
Staff ML Engineer, Dynamic World Perception
Pittsburgh, PA or Remote · Staff+ · Contract
Sponsorship not specifiedDetected 77 days ago
Machine LearningDeep LearningA/B TestingSensorsResearch
About the role
- The Dynamic World Perception team is responsible for real-time detection of road actors and.
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.
- 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.
- Lead challenging technical topics and build consensus.
Requirements
- Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
- Prior experience in sensor fusion is highly desirable.
- Experience with C++.
- Extensive experience architecting, training, and deploying deep learning models into real-world environments.
- 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.
- 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.
- 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.
Visa & Work Authorization
- As such, this position may be contingent upon Stack AV verifying a candidate's residence, U.S. person status, and/or citizenship status
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