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Machine Learning Engineer, Cybersecurity AI Specialist
2 months ago
We are seeking a highly skilled Cybersecurity AI Engineer to join our team at Cisco Systems, Inc. As a key member of our Security AI team, you will play a critical role in developing and implementing advanced machine learning models and algorithms to tackle complex security problems.
Key Responsibilities- Model Development: Design and develop advanced machine learning models and algorithms to detect and prevent security threats, including threat detection, anomaly detection, and risk assessment.
- Model Training and Evaluation: Lead the training, validation, and fine-tuning of machine learning models using current techniques and libraries, and define and track security-specific metrics for model performance.
- Solution Development: Build robust software systems to integrate, deploy, and maintain advanced machine learning models in production environments, ensuring seamless model integration and rigorous testing to maintain high reliability and performance standards.
- Deployment Strategy: Collaborate with software engineering teams to design and implement deployment strategies for models into security systems, ensuring scalability, reliability, and efficiency.
- Documentation and Best Practices: Establish an effective process for machine learning and security operations, and maintain clear documentation of models, data pipelines, and security procedures.
- 3+ years' experience in programming languages such as Python or R, and experience with machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- 2+ years' experience building machine learning systems and scalable solutions.
- BA / BS degree with 2+ years of experience (or) MS degree with 1+ years of experience as a machine learning engineer.
- Expertise in machine learning algorithms, deep learning, and statistical modeling.
- Excellent problem-solving and communication skills, with the ability to explain complex concepts to non-technical teammates.
Cisco Secure is a global leader in enterprise security, committed to driving innovation and giving our employees the opportunity to make an impact. We offer a dynamic and inclusive work environment, with a focus on employee growth and development. Join us and be part of a team that is shaping the future of cybersecurity.
