- Serangoon North-east Region (Singapore) Singapore
Kerja Sepenuh Masa Engineer, Radio Network Engineering, Gaji tinggi SGD 6,800 di Singtel North-east Region (Singapore) - Maukerja
Kongsi
Simpan
Lokasi Kerja
Penerangan Kerja
Tanggungjawab
The AI-for-RAN Specialist is responsible for designing, developing, deploying, and operationalizing AI-driven automation solutions that improve the performance, efficiency, and autonomy of the Radio Access Network (RAN). The role bridges traditional Ericsson RAN management platforms with Service Management and Orchestration (SMO) to enable intelligent, cloud-native, and standards-based network operations.
The incumbent will develop AI models, automation workflows, and rApps (possible cApps) that support closed-loop optimization, self-configuration, self-healing, and autonomous network operations across multi-vendor RAN environments wherever applicable. Working closely with, RAN Operations, OSS, Cloud, Data & AI, and vendor partners, the engineer will accelerate the organization's transformation towards AI-native and autonomous networks.
Make an impact by:
AI & Automation Development
Support the development and testing of AI/ML models and automation scripts for RAN use cases such as KPI analysis, anomaly detection, and traffic prediction.
Assist in preparing datasets and validating AI model performance.
Ericsson RAN & SMO Support
Assist in developing and testing automation solutions on Ericsson RAN management platforms (e.g., ENM/EIAP) and SMO.
Support configuration, monitoring, and troubleshooting activities.
rApp & Software Development
Assist in developing, testing, and maintaining rApps and cloud-native applications.
Develop simple APIs, automation scripts, and reusable software components under supervision.
Data Analysis & Reporting
Collect and analyze RAN performance data from PM, FM, and CM systems.
Prepare dashboards, reports, and visualizations to support AI use cases.
Learning & Collaboration
Participate in technical training, Proof-of-Concept (PoC) activities, and innovation projects.
Collaborate with RAN, OSS, Cloud, and AI teams while continuously developing technical competencies.
Skills for Success:
Bachelor's degree in Telecommunications Engineering, Electrical & Electronics Engineering, Computer Science, Software Engineering, Data Science, Artificial Intelligence, or a related discipline.
Strong foundation in wireless/mobile communications and software engineering.
up to 2 years of relevant experience.
Experience from university projects, internships, or capstone projects involving software development or data analytics.
Basic programming knowledge in Python.
Basic understanding of object-oriented programming.
Basic SQL and data analysis skills.
Understanding of LTE/5G mobile networks (academic knowledge acceptable).
Familiarity with Linux and Git.
The Singtel Group is Asia's leading communications group, providing a wide spectrum of multimedia and infocomms technology (ICT) solutions across 3 global business units.
Group Consumer focuses on next-generation communication, infotainment and technology services to consumers and small businesses. Group Enterprise provides innovative and comprehensive ICT solutions, i.e. satellite services, international data and managed services, cloud computing, enterprise mobility services, and end-to-end solutions. Group Digital L!fe strives to bring people together with a cutting edge mix of digital services such as NextGen TV, e-books, music, digital concierge, cloud-based gaming and hyperlocal content.
Headquartered in Singapore, Singtel’s 130 years of operating experience has played a pivotal role in the country’s transformation into a major communications hub. Our Australian arm, Optus is an innovative leader in integrated telecommunications. Through our strategic investments in five regional mobile operators, Telkomsel, Globe Telecom, Advanced Info Service, PBTL, and Bharti Airtel, we are a major communications player in Asia and Africa.
Singtel is the largest listed company on the Singapore Exchange by market capitalisation. We have a vast network of offices in countries and territories throughout Asia Pacific, in Europe, USA and Australia. The Group employs more than 21,000 staff worldwide and has served 468 million mobile customers globally as of 31 March 2013.
The incumbent will develop AI models, automation workflows, and rApps (possible cApps) that support closed-loop optimization, self-configuration, self-healing, and autonomous network operations across multi-vendor RAN environments wherever applicable. Working closely with, RAN Operations, OSS, Cloud, Data & AI, and vendor partners, the engineer will accelerate the organization's transformation towards AI-native and autonomous networks.
Make an impact by:
AI & Automation Development
Support the development and testing of AI/ML models and automation scripts for RAN use cases such as KPI analysis, anomaly detection, and traffic prediction.
Assist in preparing datasets and validating AI model performance.
Ericsson RAN & SMO Support
Assist in developing and testing automation solutions on Ericsson RAN management platforms (e.g., ENM/EIAP) and SMO.
Support configuration, monitoring, and troubleshooting activities.
rApp & Software Development
Assist in developing, testing, and maintaining rApps and cloud-native applications.
Develop simple APIs, automation scripts, and reusable software components under supervision.
Data Analysis & Reporting
Collect and analyze RAN performance data from PM, FM, and CM systems.
Prepare dashboards, reports, and visualizations to support AI use cases.
Learning & Collaboration
Participate in technical training, Proof-of-Concept (PoC) activities, and innovation projects.
Collaborate with RAN, OSS, Cloud, and AI teams while continuously developing technical competencies.
Skills for Success:
Bachelor's degree in Telecommunications Engineering, Electrical & Electronics Engineering, Computer Science, Software Engineering, Data Science, Artificial Intelligence, or a related discipline.
Strong foundation in wireless/mobile communications and software engineering.
up to 2 years of relevant experience.
Experience from university projects, internships, or capstone projects involving software development or data analytics.
Basic programming knowledge in Python.
Basic understanding of object-oriented programming.
Basic SQL and data analysis skills.
Understanding of LTE/5G mobile networks (academic knowledge acceptable).
Familiarity with Linux and Git.
The Singtel Group is Asia's leading communications group, providing a wide spectrum of multimedia and infocomms technology (ICT) solutions across 3 global business units.
Group Consumer focuses on next-generation communication, infotainment and technology services to consumers and small businesses. Group Enterprise provides innovative and comprehensive ICT solutions, i.e. satellite services, international data and managed services, cloud computing, enterprise mobility services, and end-to-end solutions. Group Digital L!fe strives to bring people together with a cutting edge mix of digital services such as NextGen TV, e-books, music, digital concierge, cloud-based gaming and hyperlocal content.
Headquartered in Singapore, Singtel’s 130 years of operating experience has played a pivotal role in the country’s transformation into a major communications hub. Our Australian arm, Optus is an innovative leader in integrated telecommunications. Through our strategic investments in five regional mobile operators, Telkomsel, Globe Telecom, Advanced Info Service, PBTL, and Bharti Airtel, we are a major communications player in Asia and Africa.
Singtel is the largest listed company on the Singapore Exchange by market capitalisation. We have a vast network of offices in countries and territories throughout Asia Pacific, in Europe, USA and Australia. The Group employs more than 21,000 staff worldwide and has served 468 million mobile customers globally as of 31 March 2013.
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