Note: The job is a remote job and is open to candidates in USA. Stack AV is developing revolutionary AI and advanced autonomous systems to enhance safety and efficiency in the trucking industry. As a Senior Software Engineer on the Tracking Team, you will be responsible for delivering machine learning solutions to tracking challenges within the self-driving system and contributing to the design and delivery of algorithms and models for real-time applications.
Responsibilities
- Work in a team to deliver state-of-the-art closed- and open- world tracking systems for L4 self-driving vehicles
- Contribute to the technical direction of the tracking team and broader perception org
- Write robust software for real-time, resource-constrained, safety-critical applications
- Drive highly cross-functional features and work streams from problem statement to delivery
- Proactively identify limitations with the existing perception system and drive improvements
- Root-cause issues that arise onboard, and provide solutions
- Align stakeholders with strong presentation and communication skills
- Lead challenging technical topics and build consensus
Skills
- Experience architecting, training, and deploying ML 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 perception/tracking solutions for real-time robotic applications
- Knowledge and experience employing advanced probabilistic algorithms to solve problems involving uncertain inputs and imperfect models
- Strong experience in software engineering and algorithm design
- Fluency in Python and C++
Company Overview
Stack AV operates in the transportation industry that develops advanced autonomous systems. It was founded in 2023, and is headquartered in Pittsburgh, Pennsylvania, USA, with a workforce of 51-200 employees. Its website is https://www.stackav.com.