Masterand (m/f/d) Quantum-Based Implementation of an Anomaly-Detection Use-Case
Porsche AG

Masterand (m/f/d) Quantum-Based Implementation of an Anomaly-Detection Use-Case

Porsche AG
  • Graduate Program / Job Rotation Program (From 19 to 24 months)
  • Stuttgart (Germany)
  • Published on September 11 2021
Aufgaben

The goal is to investigate possible quantum solutions to a traditional problem. As a base use-case, we aim to improve production quality by analyzing sensor data streamed by electric screw drivers in our production facilities. This can be regarded as a first step to proving a quantum advantage in a number of practical use-cases, and we are open to extend the scope to similar problems.

Tasks:
  • Develop an understanding of the underlying anomaly detection problem
  • Mathematical formulation of the use-case
  • Literature review and clustering of potential quantum solution approaches and their benefits over traditional solutions
  • Comparison of possible approaches with a state-of-the-art traditional algorithm (e.g. Dynamic Time Warping)
  • Implementation of a quantum-based solution
  • Benchmarking analysis of the two implementations (quantum vs. traditional solution)
  • Optional: Theoretical analysis of the quantum benefit
  • A contribution to a research paper would be highly appreciated. The thesis will be co-supervised by Alissa Wilms (FU Berlin & Porsche Digital) and Tobias Grosse-Puppendahl (Porsche AG).


Anforderungen
  • Study of Physics, Maths, Computer Science or Electrical Engineering with a major in physics
  • Scientific writing
  • Practical experience with QC coding
  • Software development (e.g. Python)
  • Language: English

We are looking for a person who likes working in a very nice team and shape Porsche's quantum future

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