PhD Researcher in AI and Autonomous Systems

4 weeks ago


Pittsburgh, Pennsylvania, United States Stack AV Full time
About Stack AV

Stack AV is a revolutionary company developing cutting-edge AI and autonomous systems to enhance safety, reliability, and efficiency in modern operations. Our autonomous technology incorporates advancements in artificial intelligence, robotics, machine learning, and cloud technologies, empowering us to create innovative solutions for the trucking industry.

Internship Program

We are seeking talented interns to help us realize our vision of revolutionizing transportation through AI. As an early-stage start-up, we expect our interns to be an integral part of the team, working on robotics research projects that directly impact our product. Along the way, you'll have opportunities for collaboration and mentorship with industry leaders to accelerate your career and research goals.

Research Areas

Our project work will be scoped specifically based on your skill set and the research needs of the team. Some potential project areas include:

  • Investigating novel methods for multi-modal semantic segmentation that leverage labeled image data.
  • Developing real-time perception tasks suitable for operation during fast relative vehicle motion.
  • Exploring temporally-aware data representations in VLMs to answer complex questions about video sequences.
  • Performing panoptic segmentation in multi-modal data sequences with fast relative vehicle motion.
Requirements

We are looking for students with a strong foundation in Computer Vision/Machine Learning, experience with 3D computer vision, multi-modal perception, and/or point cloud processing, and strong programming skills in Python or C++. Experience with ML frameworks such as PyTorch is also a plus.

We are proud to be an equal opportunity workplace and 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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