Data Science Intern: Graph Neural Networks for Sustainability
2 weeks ago
Data Science Intern: Graph Neural Networks for Sustainability
Company OverviewBosch 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 DescriptionThis 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.
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.
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 InformationPlease 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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