Master Thesis: Discovering Building Blocks in Test Environments

Technology, Data & Digital · Data, AI & Analytics · Data Science · Machine Learning · Data Analysis

In short

Master's student wanted for a thesis on discovering building blocks in telecom test environments using Python, graph algorithms, data analysis, and machine learning. The project involves developing a prototype to identify existing, near-matching, and undeclared structures in real data.

Responsibilities

Explore graph pattern matching and data mining methods relevant to the problem.
Develop a prototype that identifies Building Blocks and near-matches in test environment data.
Investigate whether recurring structures can be discovered using graph mining or machine learning.
Evaluate the solution using representative test environment data.
Present your prototype, findings and recommendations to the Ericsson team.

Requirements

Currently studying a Master’s degree in Computer Science, Computer Engineering, Software Engineering, or a related field.
Experience working with Python.
Interest in algorithms, data analysis and software development.
Curiosity about graph algorithms, data mining and applied machine learning.
Enjoy working with complex datasets and turning them into practical solutions.
Analytical and problem-solving mindset.
Motivated to explore different approaches and build a working prototype.

Desired Qualifications

Experience working with Python.
Interest in algorithms, data analysis and software development.
Curiosity about graph algorithms, data mining and applied machine learning.
Enjoy working with complex datasets and turning them into practical solutions.
Analytical and problem-solving mindset.
Motivated to explore different approaches and build a working prototype.

Benefits

Outstanding opportunity to use skills and imagination to push the boundaries of what's possible.
Build solutions never seen before to some of the world’s toughest problems.
Be challenged, but not alone; join a team of diverse innovators.
Chance to craft what comes next.

Skills

Pythongraph algorithmsdata analysismachine learninggraph pattern matchingdata miningsoftware development

#Python#graph algorithms#data analysis#machine learning#telecom#test environments#building blocks#data mining#software development

About Ericsson

Pioneering technology for connecting billions of people worldwide

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

See all open jobs at Ericsson Read more about Ericsson Website