RAN Security System Manager

Stack

Responsibilities

• ▹Analyze RAN security data, logs and system behavior to identify vulnerabilities, anomalies and trends
• ▹Develop data-driven security solutions using statistics, machine learning, deep learning and AI
• ▹Build and evaluate models for anomaly detection, classification, prediction, risk assessment and security monitoring
• ▹Create data pipelines and processing workflows for security-related data
• ▹Develop web applications, dashboards and visualizations for security engineers and stakeholders
• ▹Prototype AI-enabled capabilities and bring successful solutions into production
• ▹Contribute to threat modeling, security assessments, secure design reviews and risk analysis
• ▹Apply secure software development practices, automated testing, monitoring and lifecycle maintenance
• ▹Collaborate with RAN security, architecture, software, operations and product teams
• ▹Document and communicate technical findings clearly

Requirements

• ▹Bachelor's or master's degree in computer science, electrical engineering, telecommunications, information security, data science or a related field
• ▹Experience in cybersecurity, telecommunications, software engineering, data science or a related technical area
• ▹Understanding of security principles such as threat modeling, vulnerability management, authentication, authorization and security monitoring
• ▹Knowledge of RAN, mobile networks or telecommunications systems, or the ability to learn complex network architectures
• ▹Practical Python experience, including tools such as pandas, NumPy and scikit-learn
• ▹Understanding of machine learning concepts, model evaluation and deployment
• ▹Experience with a modern web development stack, APIs, databases or data visualization
• ▹Strong analytical, communication and collaboration skills
• ▹Professional working proficiency in English

Nice to have

• ▹Experience applying AI or machine learning to cybersecurity, network analytics or anomaly detection
• ▹Experience with PyTorch, TensorFlow, MLOps, data engineering or cloud analytics
• ▹Experience with React, TypeScript, JavaScript, FastAPI, Flask or equivalent technologies
• ▹Familiarity with REST APIs, microservices, containers, CI/CD and automated testing
• ▹Knowledge of 4G/5G RAN architecture, 3GPP specifications, telecom protocols or network management systems
• ▹Experience with security testing, secure coding, responsible AI or model robustness

Soft skills