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Graduation Project Mentorship Program

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

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Ericsson is offering a Graduation Project Mentorship Program for senior-year students in Computer Science or Engineering, focusing on Data Science, Machine Learning, or AI. The program involves developing and implementing ML models, exploring generative AI, and working with data scientists and engineers. Participants will gain hands-on experience in an international R&D environment.

Ansvarsområden

  • Collaborate with data scientists and engineers to develop and implement machine learning models, including generative AI applications.
  • Assist in data collection, processing, and analysis to support ongoing projects.
  • Explore and experiment with state-of-the-art generative AI models, such as large language models (LLMs) and retrieval-augmented generation (RAG).
  • Develop prototypes and proof-of-concept solutions using ML and GenAI technologies.
  • Evaluate ML model performance and suggest improvements based on data-driven insights.
  • Document methodologies, experiments, and findings for internal and external presentations.
  • Participate in team meetings and contribute to discussions on project development and innovation.

Krav

  • Pursuing a degree in Computer Science, Computer Engineering, or a related field.
  • Planning a Graduation Project in Data Science, Machine Learning, or Artificial Intelligence.
  • Expected graduation: 2027
  • Strong written and spoken English skills.
  • Proven experience in Python.
  • Excellent general Software Engineering skills: maintainable code, testing, design principles, Object Oriented Programming.
  • A good conceptual understanding of statistics, probability, multivariable calculus, and linear algebra.
  • A good understanding of the underlying theory for both classical machine learning as well as deep learning algorithms.
  • Experience with using ML and DL frameworks (Tensorflow, Pytorch, Keras, etc.).
  • Experience with data manipulation and analysis using Pandas.
  • Expertise in unsupervised learning techniques and advanced clustering algorithms, with a focus on practical application and interpretation of results.
  • Experience with Python Visualization Libraries (Matplotlib, Plotly, Seaborn, etc.).
  • Experience in packaging machine learning work.
  • Demonstrated skills in Generative AI, with hands-on experience in working with LLMs and RAGs.

Önskade kvalifikationer

  • Knowledge of natural language processing (NLP) techniques and tools, or experience with generative models like GPT or BERT is highly desirable.
  • Hands-on involvement in fine tuning LLMs is a bonus.

Förmåner

  • Getting the opportunity to work with and learn from the only R&D Hub in Ericsson across MEA.
  • Explore your passion for innovation and your desire to join a leader. You’ll enjoy an open, inspiring culture that encourages idea generation and thought exploration.
  • Working in an international environment with colleagues from all over the world.
  • Continuous on the job training, in classrooms and via e-learning.
  • A mentor and buddy program.
#Data Science#Machine Learning#AI#Generative AI#LLM#RAG#NLP#Python#Software Engineering#Internship
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Företag

Ericsson

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för 1 vecka sedan

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Praktik

Arbetsform

På plats

Erfarenhetsnivå

Student

Platser

Cairo, Egypt

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