Data Science Intern: Graph Neural Networks for Sustainability

2 weeks ago


Singapore Bosch Full time
Job Title

Data Science Intern: Graph Neural Networks for Sustainability

Company Overview

Bosch is a leading multinational technology and services company, committed to innovation and excellence in the field of data science. As a data science intern, you will be part of our team that develops cutting-edge solutions using graph neural networks.

Job Description

This internship offers an exciting opportunity to work on the development and implementation of graph neural networks (GNNs) and related models for real-world sustainability problems. Your primary responsibilities will include:

  • Assisting in the research and design of GNNs and other graph-based models for sustainable applications.
  • Developing and implementing node embedding techniques such as DeepWalk, Node2Vec, and GraphSAGE to generate high-quality vector representations for graph nodes.
  • Working with large-scale graph-structured data in the domain of sustainability.
  • Modifying ontologies to address specific use cases.
  • Participating in experiments to test new graph-based machine learning methods, optimizing for both performance and accuracy.
  • Collaborating with team members to integrate graph-based models into existing machine learning pipelines and production systems.
Required Skills and Qualifications

To be successful in this role, you should have:

  • A strong understanding of knowledge graph concepts, ontologies, and semantic technologies.
  • Proficiency in programming languages such as Python or Java.
  • Familiarity with data integration, linked data principles, and graph databases.
  • Experience with graph database systems and query languages (SPARQL).
  • Strong analytical and problem-solving skills.
  • Effective communication and collaboration skills in a team environment.
Benefits

This internship offers a competitive salary of SGD 4,000 - 6,000 per month, depending on your qualifications and experience. You will also receive a comprehensive training program, mentorship, and opportunities to work on real-world projects.

Additional Information

Please note that this is a full-time internship requiring a minimum commitment of 4-6 months. To be eligible, you must be enrolled in a full-time undergraduate or graduate program in a relevant field and meet the visa requirements for employment in Singapore. If you are a foreign student studying overseas, you must be eligible for the Work Holiday Programme (WHP). Salary may vary based on location



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