Master Thesis: AI-assisted Early Analysis of Power-Saving Features on Ericsson Radios

Technology, Data & Digital · Data, AI & Analytics · Data Science · Machine Learning · Artificial Intelligence

In short

This Master Thesis project explores the use of AI and Large Language Models (LLMs) to analyze power-saving features in Ericsson radios, aiming to improve energy efficiency in telecommunications. You will develop concepts and methods for early assessment and issue identification, contributing to sustainable mobile networks.

Responsibilities

Study Energy Performance and power-saving features in Ericsson radios.
Investigate how AI can support the analysis of these features.
Develop concepts and methods for earlier understanding of radio behavior and faster identification of potential issues.
Explore areas such as fundamentals of Energy Performance, radio behavior reflection, LLM applications in engineering analysis, training AI models, analyzing radio data for anomalies, evaluating AI-assisted analysis, and proposing new AI-driven workflows.
Propose new workflows and methodologies that leverage AI to accelerate Energy Performance feature assessment and development.

Requirements

Knowledge in Computer Science, Electrical Engineering, Telecommunications, Data Science, or a related field.
Experience in at least one programming language.
Interest in artificial intelligence, machine learning, and data analysis.
Curiosity about wireless communication systems and sustainable technology.
Eagerness to learn how modern mobile networks can reduce energy consumption while maintaining performance.

Desired Qualifications

Bonus: knowledge of 4G/5G systems, Large Language Models, machine learning, data analytics, or software development.

Benefits

Opportunity to conduct a Master Thesis in collaboration with Ericsson.
Work on cutting-edge AI techniques for telecommunications.
Contribute to sustainable mobile network development.

Skills

Computer ScienceElectrical EngineeringTelecommunicationsData ScienceArtificial IntelligenceMachine LearningData Analysis4G5GLarge Language ModelsSoftware DevelopmentAlgorithmsAPIEngineeringC++ArchitectureApplication DevelopmentCritical ThinkingCreativity and Innovation

#AI#Master Thesis#Power Saving#Ericsson Radios#Telecommunications#LLM

About Ericsson

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Our purpose \nTo create connections that make the unimaginable possible.\n\nOur vision\nA world where limitless connectivity improves lives, redefines business and pioneers a sustainable future.\n\nOur values\nPerseverance, professionalism, respect and integrity.\n\nThe future is a place for purpose & vision – ours are clear, and we invite partners, customers and consumers to join us in our journey. \n\nFor a brighter future. For all. Let's #ImaginePossible

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