Master Thesis on Machine Learning model focused on TLC network
Vimercate, Lombardy, Italy · Hybrid
Entry level$626M raised
This Master's Thesis focuses on developing and automating Machine Learning models for Telecommunications (TLC) networks, specifically leveraging real-world operational data from Nokia's Microwave Radio technology to enha…
Skills: Artificial Intelligence, Machine Learning, Python, Data Manipulation, Data Preprocessing
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Internship
bachelor degree, postgraduate degree
Flexible and hybrid working schemes, Well-being programs, Employee Resource Groups, Employee Growth Solutions, Coaches & Mentors, Professional development environment
Posted 29d ago
~40 hrs/week
Responsibilities
Develop and automate Machine Learning models for Telecommunications networks using real-world operational data from Microwave Radio technology. The role involves enhancing high-capacity wireless backhauls and fronthaul under the guidance of an AI expert.
Requirements
Candidates should have a background in AI and ML courses, Python programming skills, and experience with data preprocessing. Prior knowledge of the telecommunications domain and strong analytical thinking are highly desired.
Full job description
This Master's Thesis focuses on developing and automating Machine Learning models for Telecommunications (TLC) networks, specifically leveraging real-world operational data from Nokia's Microwave Radio technology to enhance high-capacity wireless backhauls and fronthaul. Throughout this journey, you will benefit from the guidance of an AI expert. This expert will provide structured guidance and continuous technical support for both the solution's development and the preparation of your Master’s thesis.
Advancing connectivity to secure a brighter world.
Nokia is a global leader in connectivity for the AI era. With expertise across fixed, mobile and transport networks, powered by the innovation of Nokia Bell Labs, we’re advancing connectivity to secure a brighter world.
We act inclusively and respect the uniqueness of people. Our employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. We are committed to a culture of inclusion built upon our core value of respect.
If you’re interested in this role but don’t meet every listed requirement, we still encourage you to apply. Unique backgrounds, perspectives, and experiences enrich our teams, and you may be just the right candidate for this or another opportunity.
The length of the recruitment process may vary depending on the specific role's requirements. We strive to ensure a smooth and inclusive experience for all candidates. Discover more about the recruitment process at Nokia.
Some of our benefits:
Flexible and hybrid working schemes
Well-being programs to support your mental and physical health
Opportunities to join and receive support from Nokia Employee Resource Groups (NERGs)
Employee Growth Solutions to support your personalized career & skills development
Diverse pool of Coaches & Mentors to whom you have easy access
A learning environment which promotes personal growth and professional development - for your role and beyond
Infinera is now part of Nokia.
Infinera is revolutionizing telecommunications networks with innovative, industry-leading connectivity solutions. Our offerings include high-end subcomponent technology, systems for network infrastructure, automation software, advanced optical compound semiconductor manufacturing, & professional services. As a global supplier, we empower mobile service providers, internet content providers, cloud operators, submarine operators, governments & enterprises to scale network bandwidth, boost service innovation, and automate network operations. We are committed to continuously expanding and enhancing our world-class offerings to meet the changing needs of our customers.
Our connectivity solutions are powered by the world’s best embedded & pluggable optical engines, which are designed, developed & manufactured in Infinera’s U.S.-based optical semiconductor fabrication center and are application-optimized for edge, metro, long-haul, and submarine transport networks. Our agile, open, compact & modular networking platforms enable network operators to rapidly and easily take advantage of best-in-class technology. Our software automation solutions optimize traffic flows and automate workloads to enable network operators to cost-effectively deliver secure bandwidth to their customers where and when needed. With these solutions, our goal is to create a connected world with unlimited bandwidth for everyone – everywhere, always, and instantly.
What Inspires Us?
A connected world with unlimited bandwidth for everyone – everywhere, always & instantly.
What Motivates Us?
Delivering innovative and impactful coherent optical technologies and open optical solutions that unlock new value for our customers.
What Drives Us?
To be a valued investment for our shareholders’ money, our customers’ CapEx and our employees’ time by delivering an unrivaled customer experience from an inclusive culture of innovation for our customers.
Offices: 6373 San Ignacio Ave, San Jose, California 95119, US · 7360 Windsor Drive, Allentown, Pennsylvania 18106, US · Prestige Solitaire, 401, Level 4, 6 Brunton Road, Bangalore, India, IN · Office Park Carnaxide, Rua da Garagem 1, 2790-078, Lisbon, PT · 1225 Alma Rd, Richardson, Texas 75081, US
Intelligent Transport Networksoptical networkingTelecommunicationssemiconductorsLong-HaulCable and MSOOpen Optical NetworkingSoftware and AutomationChannelCloud and Data Center
Infinera is now part of Nokia.
Infinera is revolutionizing telecommunications networks with innovative, industry-leading connectivity solutions. Our offerings include high-end subcomponent technology, systems for network infrastructure, automation software, advanced optical compound semiconductor manufacturing, & professional services. As a global supplier, we empower mobile service providers, internet content providers, cloud operators, submarine operators, governments & enterprises to scale network bandwidth, boost service innovation, and automate network operations. We are committed to continuously expanding and enhancing our world-class offerings to meet the changing needs of our customers.
Our connectivity solutions are powered by the world’s best embedded & pluggable optical engines, which are designed, developed & manufactured in Infinera’s U.S.-based optical semiconductor fabrication center and are application-optimized for edge, metro, long-haul, and submarine transport networks. Our agile, open, compact & modular networking platforms enable network operators to rapidly and easily take advantage of best-in-class technology. Our software automation solutions optimize traffic flows and automate workloads to enable network operators to cost-effectively deliver secure bandwidth to their customers where and when needed. With these solutions, our goal is to create a connected world with unlimited bandwidth for everyone – everywhere, always, and instantly.
What Inspires Us?
A connected world with unlimited bandwidth for everyone – everywhere, always & instantly.
What Motivates Us?
Delivering innovative and impactful coherent optical technologies and open optical solutions that unlock new value for our customers.
What Drives Us?
To be a valued investment for our shareholders’ money, our customers’ CapEx and our employees’ time by delivering an unrivaled customer experience from an inclusive culture of innovation for our customers.
Offices: 6373 San Ignacio Ave, San Jose, California 95119, US · 7360 Windsor Drive, Allentown, Pennsylvania 18106, US · Prestige Solitaire, 401, Level 4, 6 Brunton Road, Bangalore, India, IN · Office Park Carnaxide, Rua da Garagem 1, 2790-078, Lisbon, PT · 1225 Alma Rd, Richardson, Texas 75081, US
Intelligent Transport Networksoptical networkingTelecommunicationssemiconductorsLong-HaulCable and MSOOpen Optical NetworkingSoftware and AutomationChannelCloud and Data Center