Advanced Computer Vision Engineer
1 week ago
Company Overview: Resource Informatics Group is a leading research lab in the field of artificial intelligence, focusing on developing cutting-edge machine learning infrastructure for intelligent mobility systems.
Salary: $120,000 - $150,000 per year, depending on experience.
Job Description: We are seeking an experienced Advanced Computer Vision Engineer to contribute to our state-of-the-art machine learning infrastructure. As a member of our team, you will implement cutting-edge deep learning models, accelerate model training performance, and deploy algorithms and models in our test vehicles platform.
Required Skills and Qualifications: To succeed in this role, you should have a strong background in computer science/electrical engineering, math, or related field, with at least 1-2 years of experience in software engineering practices, including Python, machine learning, and deep learning. You should be proficient in Linux and familiar with AWS. Additionally, you should have a clear grasp of basic Linear Algebra, Optimization, Statistics, and Algorithms.
Responsibilities:
- Implement machine learning/deep learning models (supervised learning, reinforcement learning) for object detection, semantic segmentation, depth estimation, traffic prediction, and driving behavioral learning.
- Train and evaluate developed machine learning models from large sets of images/videos, build end-to-end training, testing, and evaluation pipelines.
- Manipulate high-volume, high-dimensionality, structured data from vehicles for training and testing deep networks.
- Produce high-quality tested code enabling large-scale research transferable to physical vehicles deployed in the real world.
- Stay up-to-date on the state-of-the-art in Deep Learning ideas and software, collaborating with Researchers.
- Coding, proof-of-concept, and demo deep learning applications with our test vehicle platform.
- Work in a multidisciplinary team and collaborate with other teams across the research lab.
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