Cybersecurity Spiking Neural Network Developer
2 weeks ago
Overview :
Unitrestech Solutions Pvt Ltd is a cutting-edge European project focused on developing a simplified neural network that mimics brain activity, with a particular emphasis on cybersecurity applications. The project aims to explore the capabilities of spiking neural networks, using synthetic data for foundational experimentation and laying the groundwork for applying these techniques to real-world scenarios.
Job Description : As a skilled Cybersecurity Spiking Neural Network Developer, you will design a two-layer infrastructure utilizing spiking neural networks to emulate brain-like activity. You will conduct foundational experiments using synthetic data to simulate cybersecurity scenarios. Additionally, you will work with the team to overcome technical challenges related to implementing spiking neural networks without requiring specialized hardware. Furthermore, you will collaborate to refine the neural network technique, preparing for its application to specific cybersecurity domains.
Mandatory Qualifications : To be successful in this role, you must have a strong educational background in Artificial Intelligence, Machine Learning, Cybersecurity, or a related field. Proven experience in applying AI/ML techniques to cybersecurity challenges, such as threat detection, anomaly detection, and network defense, is also required. A strong background in neural networks, particularly spiking neural networks, and their applications is necessary. Proficiency in Python, TensorFlow, PyTorch, or other deep learning frameworks is essential, as well as familiarity with synthetic data generation and its use in cybersecurity. At least 2 years of hands-on experience in applying AI/ML models specifically within cybersecurity is a must. You should have the ability to identify and resolve challenges in the implementation of neural networks without specialized hardware. Finally, experience in research projects with a focus on theoretical development and practical experimentation is highly desirable.
Estimated Salary : ₹1,500,000 - ₹2,500,000 per annum.
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