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Neuro-symbolic AI Intern

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Bosch

Jan 29

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Data
  • Pittsburgh

Requirements

  • Pursuing or starting a PhD degree in Computer Science / Engineering, Data Science, Electrical Engineering, or Mathematics
  • 2+ years of programming experience, in particular Python
  • 2+ years of experience with neuro-symbolic AI algorithms and toolkits (PyG, PyKEEN, PyTorch, etc.)
  • Broad knowledge of neuro-symbolic AI theory and principles
  • Established publication record in Machine Learning or Knowledge Graphs or related fields
  • Excellent communication skills

Responsibilities

  • Design and development of novel neuro-symbolic AI algorithms, implementation and evaluation using autonomous driving data from Bosch
  • Technical discussions and creation of new ideas within the existing research team, to improve upon the existing solutions
  • Clean, efficient, and well-documented implementation of new neuro-symbolic AI methods
  • Publish at leading AI conferences, and ultimately shape the future of Bosch products and services

FAQs

What is the location of the Neuro-symbolic AI Intern position?

The position is located at Bosch Research in Pittsburgh.

What is the primary focus of the Neuro-symbolic AI Intern role?

The primary focus is on developing novel technologies at the intersection of knowledge representation and machine learning, specifically for neuro-symbolic AI algorithms and methods in autonomous driving applications.

What specific research areas will the intern be involved in?

The intern will be involved in research related to graph neural networks, knowledge graph embeddings, link prediction, explainability, and other related topics.

Is experience in machine learning required for this internship?

While the job description does not explicitly state requirements, a background or experience in machine learning, particularly in neuro-symbolic AI, would likely be beneficial for this role.

Will the intern work on a team?

Yes, the intern will join a team at Bosch Research and collaborate with others on developing technologies related to neuro-symbolic AI.

What type of applications will the developed algorithms and methods be used for?

The algorithms and methods developed will be used in autonomous driving applications.

What skills might be beneficial for this internship?

Skills in machine learning, knowledge representation, graph neural networks, and experience with programming languages commonly used in AI research (like Python) would be beneficial.

Is this an entry-level position?

Yes, this is an internship position, which typically indicates it is suitable for students or recent graduates looking to gain practical experience in the field.

How can I apply for the Neuro-symbolic AI Intern position?

To apply, you should follow the application procedures outlined by Bosch Research, which may include submitting your resume, cover letter, and any relevant academic or project work.

What is neuro-symbolic AI?

Neuro-symbolic AI is a field that combines neural network-based approaches (which excel in pattern recognition) with symbolic reasoning (which excels in logic and knowledge representation) to create systems that can reason and learn in more human-like ways.

Engineering & Construction
Industry
10,001+
Employees
1886
Founded Year

Mission & Purpose

The Bosch Group is a leading global supplier of technology and services. It employs roughly 421,300 associates worldwide (as of December 31, 2022). The company generated sales of 88.2 billion euros in 2022. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology. As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.” The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. With its more than 400 locations worldwide, the Bosch Group has been carbon neutral since the first quarter of 2020. The basis for the company’s future growth is its innovative strength. At 136 locations across the globe, Bosch employs some 85,500 associates in research and development, of which nearly 44,000 are software engineers.