Junior Data Scientist

• Creative use of image processing algorithms in OpenCV, elimination of undesirable effects (eg change in light conditions)

• Image processing as input, finding simple but robust patterns that are easily recognisable by humans

• Cleaning and processing the resulting data for meaningful visualisation

• Designing and implementing the process of continual improvement of the algorithms

Basics:

• Fluency in Python

• Fluency in basic Python libraries (Numpy/Scipy/Matplotlib)

• Reasonable knowledge of Pandas

• Practical understanding of maths behind machine learning (gradients, optimisation methods)

• Ability to write code in Linux/Bash

• Willingness to learn, improve and become expert in several of these areas

• Ability to deliver fast and plausible solutions that are not necessarily perfect

Nice to have:

• Experience with OpenCV

• Practical knowledge of Tensorflow/Keras

• C++/algorithms/data structures

• Docker and similar deployment tools

• Build a scalable product to disrupt manufacturing, a massive (5tn), omnipresent but publicly invisible industry with processes waiting for automation

• Work on the future of Europe. Preserve/build welfare in your own country or region that is heavily dependent on manufacturing

• Work on something tangible. We install our devices in factories and monitor actual machines

• No-bullshit culture and understanding of need for deep thinking necessary to solve hard problems (founders with scientific/engineering background, PhDs and publications in top scientific journals)

• Become a number <10 team member of an early-stage startup

• Stock options