Machine Learning Expert
1 week ago
We are a leading technology company specializing in AI-RAN systems, committed to advancing 5G and future networks through cutting-edge innovation and expertise.
Job Description:
We are seeking an experienced AI engineer to join our team and contribute to the development, optimization, and application of AI technologies within Radio Access Networks (RAN). The ideal candidate will have a strong background in artificial intelligence and data training, as well as experience in AI-RAN systems and machine learning.
Key Responsibilities:
- Design, develop, and optimize AI-RAN systems to improve wireless access network performance.
- Identify and implement solutions to improve efficiency in RAN systems using AI technologies.
- Apply machine learning and deep learning techniques to optimize network performance.
- Participate in data preprocessing, feature engineering, model training, and validation to ensure model accuracy and efficiency.
- Work closely with wireless communication engineers and R&D teams to ensure successful deployment and delivery of AI-RAN systems.
- Drive innovation and technology upgrades in AI-RAN systems through continuous learning and collaboration.
Educational Background:
- Bachelor's degree or higher in Computer Science, Artificial Intelligence, Telecommunications Engineering, or a related field.
- Solid understanding of AI principles, machine learning, and deep learning technologies.
- Minimum 2 years of relevant experience in AI.
- Prior experience in AI-RAN systems is a plus.
- Proficiency in programming languages such as Python and C++ for developing and maintaining AI platform features.
- Experience with machine learning and deep learning algorithms, and familiarity with frameworks like TensorFlow, PyTorch.
- Practical experience with data analysis, training, and tools like Docker, Kubernetes, Git, etc.
- Knowledge of at least one architecture and experience in high-performance computing (e.g., GPU, X86, ARM).
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