Deskripsi Pekerjaan
Join StarHub's innovation hub as a Principal Engineer, AI and spearhead the next wave of intelligent network automation. You'll architect cutting-edge solutions that transform raw network telemetry into actionable insights through centralized AI platforms. This role offers the unique opportunity to design closed-loop automation workflows that revolutionize network diagnostics, predictive maintenance, and operational efficiency. As a technical leader, you'll collaborate with cross-functional teams to implement AI-driven systems that enhance network reliability while reducing operational costs. Your expertise will directly impact Singapore's digital infrastructure, enabling smarter telecommunications services for millions of users. We're seeking a visionary who can bridge the gap between complex network data and practical AI applications.
Tanggung Jawab
- Design and implement AI-driven diagnostic systems for network telemetry data
- Architect closed-loop automation workflows for network operations
- Lead development of scalable ML models for predictive network analytics
- Ensure automation solutions meet industry security and performance standards
- Mentor junior engineers in AI best practices and system architecture
- Collaborate with network operations teams to define automation requirements
- Research and implement emerging AI technologies in telecommunications
Kualifikasi
- 10+ years experience in AI/ML with 5+ years in leadership roles
- Expertise in integrating telemetry data into centralized platforms
- Strong background in network automation and closed-loop systems
- Proficiency in Python, TensorFlow/PyTorch, and cloud ML services
- Experience with network protocols (SNMP, NetFlow, telemetry)
- Track record of deploying production-grade AI systems
- Strong problem-solving skills for complex network scenarios
- Bachelor's degree in Computer Science or related field