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RAN Mobility & AI Research Engineer

RandomTrees

 

New Jersey, USA

Posted On: 12 days ago
Experience: 5+ years
Availability: Hybrid
Openings: 2
Category: AI Research Engineer
Tenure: No Preference/Any
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Description

You will develop AI-driven mobility management solutions to optimize RAN performance, including handover, load balancing, and network slicing.

This role is on-site.

Responsibilities

  • Design and implement Generative AI models, such as LLMs and GANs, to simulate network behavior and automate decision-making.
  • Analyze large-scale network data using Python and SQL to derive actionable insights.
  • Optimize RAN performance metrics including latency, throughput, and QoS using AI/ML techniques.
  • Collaborate with cross-functional teams to integrate AI solutions into production networks.
  • Publish research findings in top-tier conferences or journals and contribute to patent filings.

Required Skills

  • PhD or MSc in Electrical Engineering, Computer Science, Telecommunications, or a related field.
  • 5+ years of experience in RAN mobility management, including 5G/6G handover, beamforming, and UE tracking.
  • Proficiency in Generative AI, including LLMs, diffusion models, or reinforcement learning for networks.
  • Advanced Python programming with experience in ML frameworks and data analysis.
  • Strong SQL skills including query optimization.
  • Familiarity with telecom protocols, 3GPP standards, O-RAN, and SDN/NFV.
  • Hands-on experience with PyTorch, Pandas, and NumPy.

Preferred Skills

  • Strong publication record or patents in AI and wireless networks.
  • Experience with cloud platforms like AWS or GCP for AI model deployment.

Education

Any Graduate

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