The Job

Master thesis: Adapting Neural Networks to New Tasks

Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Artificiell intelligens

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I korthet

Join Ericsson Research in Stockholm for a Master's thesis focusing on adapting neural network architectures for dynamic machine learning tasks in telecommunications. Investigate continual learning and neural architecture search to enhance model performance and resilience.

Ansvarsområden

  • Conduct literature review in continual learning, neural architecture search, and machine learning in telecommunications.
  • Evaluate existing solutions to establish a baseline.
  • Develop and evaluate an approach for adapting neural architectures for improved model performance.
  • Collaborate with supervisor to define research directions.
  • Collaborate with research team to ensure technical feasibility.
  • Present findings through regular discussions and final thesis documentation.

Krav

  • Master's student with most courses completed and strong academic performance.
  • Proficiency in Python programming.
  • Hands-on experience with machine learning frameworks such as PyTorch.
  • Strong programming, debugging, and problem-solving skills, including effective use of generative AI development tools.
  • Excellent communication skills.
  • Excellent written and spoken English.
  • Ability to work as part of an international team.
  • Analytical mindset, ability to learn quickly, work independently, and identify problems and solutions.

Önskade kvalifikationer

  • Knowledge of continual learning, deep learning, or neural architecture search is a plus.
  • Knowledge in telecommunication networks.

Förmåner

  • Mentorship from experienced researchers at Ericsson Research.
  • Access to industry tools and datasets.
  • Opportunity to support Ericsson initiatives towards an AI-native network.
  • Potential for outstanding results to contribute to scientific publications, patent applications, and future Ericsson research activities.
#AI#machine learning#telecom
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Företag

Ericsson

Publicerade jobb

för 1 dag sedan

Anställningstyp

Praktik

Arbetsform

På plats

Erfarenhetsnivå

Student

Platser

Stockholm, Sweden

Kvalifikation

Masterexamen

Sökande

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