AI/ML Engineer - RAN Software Optimization

About the job

Join Our Innovative AI Product Team We are seeking a highly motivated and skilled AI/ML Engineer to join our dynamic and international AI/ML team, with a specific focus on RAN software optimization projects. This is a hands-on role where you will be instrumental in developing, deploying, and maintaining AI/ML models that directly impact the efficiency, capacity, and reliability of next-generation mobile networks. Your focus will be on leveraging AI/ML to improve RAN performance metrics such as throughput, latency, capacity, and energy efficiency. This includes working with diverse datasets from RAN elements, designing robust data pipelines, developing and evaluating ML models, and ensuring their seamless deployment and ongoing monitoring within a production environment. Responsibilities: - Work closely with RAN domain experts to understand network performance issues and identify opportunities for AI/ML-driven optimization. - Design, build, and maintain scalable data pipelines for ingesting, cleaning, and transforming various RAN data sources. - Develop, train, and evaluate machine learning models to address specific RAN optimization challenges. - Collaborate with MLOps engineers to facilitate the deployment, monitoring, and lifecycle management of ML models in production.

Requirements

• Python
• C++
• Machine Learning
• Data Engineering
• AI/ML Optimization

Qualifications

• Bachelor's degree or higher in Computer Science, Machine Learning, AI, Electrical Engineering, Telecommunications

Preferred Technologies

• Python
• C++
• Machine Learning
• Data Engineering
• AI/ML Optimization

About the company

Our unique 4G/5G vRAN solution is designed to improve quality of experience, enhance spectral efficiency, provide flexibility to the operator in hardware selection, provide full network automation and significantly reduce Total Cost of Ownership (TCO). Our product is designed with leading edge hardware & software technologies. We have a team of passionate professionals who understand mobile network operator's requirements & vision. Our objective is to provide mobile network operators with the equipment required to deploy and expand their 4G/5G networks quickly and efficiently in the most feature rich and cost-effective way. Rakuten Symphony is revolutionizing the telecommunications industry with its innovative Open RAN and cloud-native telecom software solutions.