Senior Researcher
Posted on :
21-09-2024
Employer Active
1 Vacancy
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Job Description
- Utilize state-of-the-art model architectures, including transformers, for multi-modality tasks.
- Curate and manage datasets from real-world scenarios to train models effectively.
- Conduct training using large datasets and models on multi-GPU setups, demonstrating proficiency in data parallelism and model parallelism.
- Develop efficient and well-documented code while actively participating in code reviews.
- Deploy trained models on diverse platforms, such as robotic systems with ROS integration.
- Design and implement user-friendly demo interfaces.
- Optimize models for real-world applications, prioritizing accuracy, robustness, and speed.
- Innovate and implement novel fusion algorithms to leverage complementary information from different modalities, with applications spanning transportation and healthcare domains.
Required
- Master’s degree or higher in Computer Science, Mathematics, or related fields; PhD preferred.
- Deep understanding of digital signal processing (e.g., Fourier transform), speech signal processing, image processing, and point-cloud processing.
- Profound knowledge of Artificial Intelligence principles and techniques.
- Proficiency in Python programming.
- Hands-on experience with at least one of TensorFlow, Keras, or PyTorch.
Employment Type
Full-time
Department / Functional Area
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