AI Research Engineer
6 days ago
We are seeking a highly skilled AI Research Engineer to join our team at Resource Informatics Group. The successful candidate will contribute to the development of cutting-edge deep learning models and infrastructure.
About the Role:- The primary responsibility will be to implement machine learning/deep learning models for various tasks, including 2D/3D object detection, semantic segmentation, depth estimation, traffic prediction, and driving behavioral learning.
- Train and evaluate developed models from large image/video datasets, build end-to-end training, testing, and evaluation pipelines.
- Work with high-volume, high-dimensionality structured data from vehicles for model training and testing.
- Develop high-quality tested code enabling large-scale research transferable to physical vehicles deployed in real-world settings.
- Collaborate with researchers to stay updated on state-of-the-art deep learning ideas and software.
- Masters degree in computer science/electrical engineering, math, or related field.
- Masters with at least 1-2 years of experience; strong software engineering practices in Python with machine learning experience in production settings.
- Strong machine learning background with deep understanding of different types of machine learning algorithms (e.g., CNN, RNN, LSTM, Transformer, Reinforcement Learning). Experience training deep-learning models in an end-to-end fashion.
- Project experience working with PyTorch, TensorFlow, or other modern deep learning frameworks.
- Proficient in Python and Linux is a minimum. Additional knowledge of C++/CUDA is a plus, experience with AWS as well.
- Clear grasp on basic Linear Algebra, Optimization, Statistics, and Algorithms.
- Familiar with Python development ecosystem including OpenCV, NumPy, SciPy, Pandas, Scikit-Learn, etc. and comfortable with development in Linux and Windows.
Mountain View, CA
Estimated Salary:$170,000 - $200,000 per year
This estimate is based on industry standards for similar positions in Mountain View, CA, considering factors like location, required skills, and job responsibilities.
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