Revolutionizing the Transportation of Goods
Senior Software Engineer
Location
Pennsylvania
Posted
20 days ago
Salary
0
Seniority
Senior
Job Description
Senior Software Engineer
Stack AV
• Contribute to the technical direction of the Perception Architecture team and the broader perception organization. • Design and develop core machine learning components and architectures that enable the perception system to scale and reliably address complex, long-tail driving scenarios. • Drive the initial implementation and prototyping of key architectural decisions, such as handling long tail challenges or long range detection. • Contribute to the improvement of model frameworks, architecture, and data pipelines to eliminate development bottlenecks and accelerate model iteration. • Lead challenging technical topics and build consensus across sister teams (e.g., Actor Detection, Scene Understanding, Tracking) and stakeholders to ensure autonomy-wide alignment.
Job Requirements
- BS (with 4+ years of experience), MS (with 2+ years of experience), or PhD (with 1+ years of experience) in a perception-related field, such as Robotics, Computer Vision, or Machine Learning.
- Extensive experience architecting, training, and evaluating deep learning models for challenging problem spaces.
- Track record of driving applied research or engineering projects from conception and experimentation to successful productization.
- Strong experience in software engineering, machine learning algorithm design, and building data/metrics pipelines for ML development.
- Fluency in Python and hands-on experience with C++.
- Experience delivering detection, segmentation, tracking, or other perception solutions for real-time robotic applications, with prior experience in sensor fusion being highly desirable.
Benefits
- 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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