Job Details
Start

March 2022

Position

Full-Time / Working student / Internship

Department

Data Science

Location

Karlsruhe

Qualifications

Python and SQL

Experience

Profound knowledge in machine learning, practical experience with visualizing data

About us

prenode develops cutting-edge AI software inspired by innovative research. We help to scale AI effectively across organizational borders without revealing raw data at any time.

We enable our customers to create AI models across edge environments in various domains. By leveraging our Decentralized Machine Learning technology, they are able to incorporate stronger performing models more efficiently – without the necessity of large centralized training data sets.

Our young and dedicated team consists of a mix of Data Scientists, Developers, physicist and former researchers. 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 in industrial machinery, health care, finance and insurance. For our journey to the top of collaborative AI development, we want to extend our team with talented and driven individuals.

Do you like working with large data sets, complex settings and challenging tasks? If so, we have a great opportunity for you at prenode! You will leverage your strong collaboration skills and ability to extract valuable insights from highly complex data sets to ask the right questions and find the right answers.

Your Tasks

  • Work on data science projects in industrial machinery, health care and finance.
  • Analyze raw data: assessing quality, cleansing, structuring for downstream processing
  • Design accurate and scalable prediction algorithms
  • Design, evaluate and apply learning methods such as Federated Learning or Transfer Learning.
  • Visualize findings and results in an appealing way.
  • Collaborate with engineering team to bring analytical prototypes to production
  • Generate actionable insights for business improvements

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

  • Bachelor’s degree or equivalent experience in quantative field (Statistics, Mathematics, Computer Science, Engineering, etc.)
  • At least 1 – 2 years’ of experience in quantitative analytics or data modeling
  • Deep understanding of predictive modeling, machine-learning, clustering and classification techniques, and algorithms
  • Fluency in a programming language (Python, C++ or others)
  • Experience in working with databases / SQL and building data pipelines
  • Practical experience with visualizing data
  • Fluency in German and English is a must, all other language skills are a bonus

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.