Senior Software Engineer

🕒 Maio 12

🔔 Pennsylvania – Remoto

🔔 Pennsylvania – Remote

⏰ Tempo Integral

🟠 Sênior

🧑‍💻 Engenheiro Full-stack

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Stack AV

SiteLinkedInTodas as Vagas

51 - 200 funcionários

🚗 Transporte

🤖 Inteligência Artificial

Transport • Artificial Intelligence

A Stack AV é uma empresa que está revolucionando a indústria de transporte por meio de suas soluções de caminhões autônomos, impulsionadas por inteligência artificial avançada. A empresa se concentra no desenvolvimento de sistemas autônomos movidos a IA para aumentar a segurança, a confiabilidade e a eficiência nas operações de transporte. Stack AV está comprometida em enfrentar os desafios da indústria de caminhões projetando soluções inteligentes para melhorar a inteligência da cadeia de suprimentos, os resultados empresariais e a velocidade de entrega. A segurança é um princípio fundamental, e a empresa utiliza tecnologias de ponta em IA, aprendizado de máquina e nuvem para inovar no setor.

Descrição

• 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.

🎯 Requisitos

• 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.

🏖️ Benefícios

• 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.