AI Research Scientist, Mapping Expert

4 weeks ago

Mountain View, California, United States Gatik Full time
About the Role:

We're seeking a talented AI Research Scientist to join our team at Gatik, a leader in autonomous middle mile logistics. As a key member of our research team, you'll be responsible for designing and refining machine learning algorithms that enable our trucks to safely navigate and operate in complex, dynamic environments.

You'll work closely with our team of experts in AI, robotics, and software engineering to push the boundaries of what's possible in autonomous trucking. Your expertise in mapping, including online and offline mapping, map creation and maintenance, scene understanding, and uncertainty addressing technologies, will be crucial in driving our research forward.

Key Responsibilities:

  • Work on the Offline and Online Mapping Research tracks
  • Define the business metrics for Mapping assessment
  • Continuously adjust the optimal Mapping feature format in collaboration with stakeholders
  • Work on the architecture design and implementation of Mapping modules
  • Mine and/or generate Mapping evaluation data, including sudden Map changes
  • Mitigate the negative effect of Mapping Uncertainty
  • Participate in the AI Research team activities targeting internal education and external scientific image
  • Work closely with the Production teams to push your idea into the deployment
  • Propose new ideas and build on top of state-of-the-art knowledge

Requirements:

  • Ph.D. in one or more of the following areas: Electrical Engineering, Computer Science, Robotics, Artificial Intelligence, Mathematics, or a related field
  • At least 1-3 years of hands-on experience in one or more of the following areas: Autonomous Driving (preferable), Robotics, or Deep Learning in general
  • At least 1-3 years of research experience in one or more of the following areas: Mapping (preferable), Perception / Computer Vision, Statistics, Probability theory
  • Deep knowledge of ML Mapping including various formats of maps (rasterized, vectorized), modular and end-to-end approaches, holistic scene understanding, different types of prior map, experience in estimation and handling of Mapping Uncertainty
  • Strong foundation in data structures, algorithm design, and complexity analysis
  • Expertise in programming languages and tools critical for high-performance computing in Python/C++ and machine learning including Deep Learning frameworks like TensorFlow/PyTorch
  • Demonstrated ability to publish research findings in any of the top-tier technical journals and conferences (CVPR, ICCV, ECCV, NeurIPS, AAAI, IJCAI, ICLR, ICML, ICRA, CoRL, etc.)

What We Offer:

At Gatik, we're committed to creating a diverse and inclusive environment where everyone feels they have opportunities to succeed and grow. We offer a competitive salary and benefits package, as well as opportunities for professional growth and development.

Join our team and be part of shaping the future of autonomous trucking

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