Software Engineer Intern - Mapping and Generative AI

Posted:
11/21/2024, 8:45:21 PM

Location(s):
Shanghai, China

Experience Level(s):
Internship

Field(s):
AI & Machine Learning ⋅ Software Engineering

Join our dynamic team at NVIDIA as an AI Intern, where you'll contribute to revolutionizing the future of mapping technology. Our team is dedicated to enhancing map-making throughput, improving cost efficiency, and exploring new paradigms in map applications. We specialize in high-definition (HD) maps, standard-definition (SD) maps, and crowdsourced mapping solutions. This internship offers a unique opportunity to work with cutting-edge technologies in computer vision, deep learning, and generative AI.

What You'll Be Doing:

  • Enhance Mapping Throughput: Assist in developing AI-driven solutions to increase the efficiency and speed of map creation processes.

  • Optimize Map-Making Efficiency: Collaborate on projects aimed at making map production more cost-effective through automation and advanced algorithms.

  • Explore New Map Applications: Work on innovative projects that extend the use of maps into new application areas using generative AI and multi-modal models.

  • Integrate Vision-Language Models: Support the integration of vision-language models to enhance map data interpretation and usability.

  • Contribute to Multi-Modality Models: Help build models that leverage diverse data types for comprehensive mapping solutions.

  • Participate in Research and Development: Engage in research activities to explore new methodologies in computer vision and deep learning relevant to mapping technologies.

What We Need to See:

  • Educational Background: Currently pursuing a degree in Computer Science, Generative Artificial Intelligence, Machine Learning, or a related field.

  • Technical Skills: Familiarity with Python, C++ and machine learning frameworks like PyTorch or Tensorflow. Strong background in computer vision and deep learning with demonstrated publication or project records

  • Analytical Skills: Strong problem-solving abilities with a logical approach to tackle complex challenges.

  • Interest in Mapping Technologies: Enthusiasm for learning about HD maps, SD maps, and crowdsourced mapping techniques.

Ways to Stand Out from the Crowd:

  • Project Experience: Experience with projects involving generative AI or multi-modal systems is a plus.

  • Innovative Thinking: Demonstrated creativity in applying AI technologies to real-world problems.

  • Team Collaboration: Ability to work effectively within a team environment, contributing ideas and supporting team goals.