Research Engineer: Vision and Language Job at Honda Research Institute USA
Job Number: P21T07
Honda Research Institute USA (HRI-US) in San Jose, California, is looking for a research engineer to solve the problems at the intersection of vision and language for next-generation mobility systems.
San Jose, CA
Key Responsibilities:
- Derive semantic-rich visual representations such as scene graph.
- Integrate external knowledge into vision-and-language tasks.
- Common-sense learning for vision-and-language tasks.
- Transfer learning for vision-and-language tasks.
- Participate in development and verification of vision-and-language understanding algorithms in various domains including AD/ADAS and embodied AI.
- Design, develop, and integrate software systems and architectures necessary to realize research prototypes.
- Participate in data collection, sensor calibration, and data processing to create a benchmark dataset.
- Contribute to a portfolio of patents and prototypes to demonstrate research value.
Qualifications:
- M.S. in Computer Science, Electrical Engineering, or a closely related discipline such as Robotics, Computer Vision, Natural Language Processing.
- Strong familiarity with machine learning techniques pertaining to visual scene understanding and natural language processing.
- Highly proficient in open-source Deep Learning frameworks such as PyTorch or TensorFlow.
- Experience in data management and data engineering for benchmark creation.
- Proficient in Python and C/C++.
- Experience in software engineering tools such Git, Docker, etc.
Bonus Qualifications:
- Familiarity with simulated environments for autonomous driving, embodied AI.
- Familiarity with scene modeling and interpretation using spatiotemporal graphs, scene graphs, graph convolution networks or similar graphical modeling techniques.
- Familiarity with techniques for handling linguistic queries such as question answering, instruction following, vision-and-language navigation.
- Hands-on experience in multi-modal learning and data handling.
- Experience in Robot Operating System (ROS).
Duration: 2.5 years
How to apply
Candidates must have the legal right to work in the U.S.A. Please add Cover Letter and CV in the same document
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