Job Details
Start

December 2020

Position

Working student / Internship

Department

Machine Learning

Location

Karlsruhe

Job Type

Fulltime

Qualifications

Experience working with GIT. Profound knowledge in ML and ML-frameworks (e.g. tensorflow, pytorch or similar)

Experience

Degree in computer science, mathematics, information systems or similar

About us

prenode has evolved from academic data science projects to a KIT spin-off that develops cutting-edge AI software inspired by innovative research. We help to scale AI effectively across organizational boundaries without revealing raw data at any time.

We enable companies that face analytical challenges to create AI models in the local environments of their products without exchanging local data. By leveraging our Decentralized Machine Learning technology, they are able to incorporate stronger performing models more efficiently – without the necessity of large training data sets.

Our young and dedicated team consists of a mix of professionals, former researchers, and graduates. We all are keen to boost AI development while maintaining high standards in both data privacy and the use of latest tools and technology. To achieve this, we practice a flexible and modern working culture to make use of the spectrum of possibilities in the digital environment.

We have a proven track record of research excellence and successful projects and work together to form a dynamic and ambitious team spirit. For our journey to the top of collaborative AI development, we want to extend our team with talented and driven individuals.

Your Tasks

  • Design and evaluate state-of-the-art deep learning methods for various tasks (e.g., computer vision, time series forecasts)
  • Implement and optimize solutions for object recognition and classification on large images
  • Transfer deep learning models across data sets
  • Evaluate machine learning models
  • Define strategies and goals for machine learning projects – especially with small data sets

What we offer

  • A dynamic and ambitious environment that guarantees you a steep learning curve and the possibility for growth
  • A flexible and modern working culture that gives you the advantages of today’s digital possibilities and tools
  • Innovative new technology and approach that ensures your everyday work is purposeful and impactful
  • A fun and committed team that wants to collaborate and learn from each other

Your Profile

  • Degree in computer science, mathematics, information systems or similar
  • Analytical thinking and creativity by finding effective solutions
  • Preferably academic background in machine learning / computer vision
  • Preferably experience with Python
  • Experience working with GIT
  • Profound knowledge in ML and ML-frameworks (e.g. tensorflow, pytorch or similar)
  • Interest and ability to learn other technical skills as needed

What we value

  • Innovation. We love technology and the new possibilities it enables.
  • Happiness and growth. We seek an environment in which everyone has a good time and can develop its full potential.
  • Data privacy. We believe great advancements in AI and data privacy can go along.