Mathematician, Physicist

December 2, 2021
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Job Overview

  • Date Posted
    December 2, 2021
  • Expiration date
    --
  • Experience
    Fresh
  • Qualification
    M. Sc.

Job Description

Festanstellung, Vollzeit · Berlin

YOUR MISSION

You will

  • support the dida team in applying cutting-edge machine learning algorithms
  • experiment with model architectures to find the best solution for each specific project
  • keep up to date with advances in machine learning research and proactively educate your colleagues on machine learning topics that you strive for
YOUR PROFILE

You have

  • a MSc or PhD in mathematics or physics
  • a creative mind that likes to solve problems
  • interest in modern machine learning approaches (experience in deep learning is a bonus)
  • solid programming experiences (Python is a bonus)
WHY US?

You will meet an interdisciplinary team of people with a solid background in mathematics and statistics. We offer flexible working hours (full and part time) and have a nice office with good coffee in Berlin Schöneberg. We believe in science and support with publishing your research results.

Find below a short description of two of our current projects.

Estimate the amount of solar panels that fit on a roof (computer vision): 
Given a satellite picture and a ground image of a house, automatically detect certain elements of a roof (including obstacles, dormers etc.) in order to find out how many solar panels fit on it. This involves inferring 3d information from 2d pictures in order to infer the roof pitch.

Detect, classify and suggest legal effectiveness of text paragraphs (NLP):
Automatically go through thousands of legal documents with the goal to classify dedicated paragraphs and check their legal effectiveness. This involves converting scans to text, coming up with a labelling scheme (problem modeling), and detecting different paragraphs automatically, before tackling the inference task.Apply for this position

ABOUT US

dida is a machine learning software company with exciting problems for instance in computer vision and natural language processing. Our team tackles applied problems for different customers by using latest scientific advancements (especially in deep learning) and therefore believes that research oriented thinking can help solving real-world problems more efficiently.