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Kerja Sepenuh Masa, AI Transmission - Automation Engineer di Sourceo - Maukerja

AI Transmission - Automation Engineer

Sourceo

Singapore

Kongsi
Simpan

Lokasi Kerja

  • Singapore

Penerangan Kerja

Tanggungjawab

About the Role

We are looking for an Engineer to support network design, planning, and implementation, with AI/ML skills used to strengthen forecasting, automation, and decision-making across the network lifecycle. This is a great opportunity for an early-career engineer to build hands-on network engineering experience while applying AI techniques to real planning and implementation challenges. Experience or exposure to the telecommunications industry is preferred but not required.

Key Responsibilities

  • Support the design and planning of network infrastructure, including capacity planning, dimensioning, and technology evaluation
  • Assist in the implementation and rollout of network solutions, coordinating with cross-functional teams to ensure designs are deployed as planned
  • Perform traffic forecasting and demand modelling to inform network planning decisions
  • Apply AI/ML techniques (e.g., predictive traffic modelling, anomaly detection, automated capacity planning) to improve the accuracy and efficiency of network planning and design
  • Build and maintain data pipelines to support AI-driven forecasting and network analytics
  • Conduct data analysis to identify network performance trends and planning opportunities
  • Prepare technical documentation, planning reports, and design proposals
  • Support troubleshooting and optimization of network designs during implementation
  • Stay current with emerging network technologies and AI/ML trends, and propose relevant applications

Qualifications

Required Qualifications

  • Bachelor's degree in Telecommunications, Electrical/Electronic Engineering, Computer Science, or a related field
  • 0–3 years of experience in network engineering, network planning, or a related field (internships and academic projects considered)
  • Foundational understanding of network design principles, including capacity planning and dimensioning
  • Working knowledge of AI/ML fundamentals and how they can be applied to network planning or forecasting
  • Proficiency in Python or similar programming languages for data analysis and automation
  • Familiarity with data analysis tools (e.g., Excel, SQL, Pandas)
  • Strong problem-solving skills and ability to learn new technologies quickly

Preferred Qualifications

  • Exposure to or interest in the telecommunications industry, including network implementation and rollout
  • Experience with AI/ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn) applied to network forecasting or optimization
  • Familiarity with network planning and simulation tools
  • Understanding of network technologies such as IP, optical transport, or DWDM
  • Experience with cloud platforms (AWS, Azure, GCP) for data analytics or model deployment
  • Experience with version control (Git) and collaborative development workflows

Peringatan Penting

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