22 ago
|
Tecnológico de Monterrey
|
Centro
22 ago
Tecnológico de Monterrey
Centro
Investigador(a) Postdoc - Cybersecurity and Machine Learning
Postdoctoral Researcher - Cybersecurity and Machine Learning
Disruption is the new normal, and at Tecnológico de Monterrey, every morning we wake up with the responsibility of transforming our surroundings. Our processes are people-centered, ensuring extraordinary experiences through our talent and the innovative Educational Model. Here, you’ll find your purpose, seize innovative opportunities, and be part of a collaborative culture based on inclusion, meritocracy, and respect.
What will you do?
We are seeking a highly motivated Postdoctoral Researcher to join a project focused on the development of advanced IA models(machine learning, deep learning and generative IA) for cybersecurity threats detection such as malware, network intrusion detection, disinformation detection, etc. The project aims to design, implement, and validate intelligent cybersecurity solutions capable of operating in realistic environments, with the goal of achieving a working prototype.
Your main challenges will be:
- Design and develop machine learning and deep learning models for detecting cybersecurity threats such as network attacks, ransomware, botnets, etc.
- Work with structured and unstructured network data (e.g., NetFlow, pcaps packet captures, logs).
- Implement data preprocessing pipelines, feature engineering, and model evaluation frameworks
- Build and validate a functional prototype in an operational environment.
- Collaborate with multidisciplinary teams, including cybersecurity and machine learning experts
- Publish research findings in several papers of high-impact journals and conferences
What are we looking for?
- PhD in Computer Science, Cybersecurity, Data Science, or a closely related field
- Strong background in machine learning (including deep learning), particularly supervised and unsupervised methods
- Proven experience with Python and ML frameworks (e.g., scikit-learn, TensorFlow, PyTorch)
- The candi
📌 Investigador(a) Postdoc (Centro)
🏢 Tecnológico de Monterrey
📍 Centro