Data Scientist (f/m/d)

  • LeanIX GmbH
  • Bonn, Germany
  • 24/08/2020
Full time Data Science Data Analytics Big Data Data Management Statistics

Job Description

POSITION

We are looking for a Data Scientist that will help us discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver even better products. Your primary focus will be in applying data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our products. Key objective will be to improve and extend the features used by our users and develop automated internal A/B testing procedures.

WHAT IS WAITING FOR YOU?
  • Selecting features, building and optimizing machine learning models
  • Data mining using state-of-the-art methods
  • Extending company´s data with third party sources of information when needed
  • Enhancing data collection procedures to include information that is relevant for building analytic systems
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Doing ad-hoc analysis and presenting results in a clear manner
  • Creating automated anomaly detection systems and constant tracking of its performance
WHAT ARE WE LOOKING FOR?
  • Excellent understanding of machine learning techniques and algorithms, such as Artificial Neural Networks, SVM, Random Forests, etc.
  • Experience with common data science toolkits, such as Python, sklearn, PyTorch, Tensorflow/Keras, etc.
  • Great communication skills
  • Experience with data visualization tools, such as D3.js, Plotly, matplotlib, etc.
  • Proficiency in using query languages such as SQL, Hive, Pig
  • Experience with NoSQL databases, such as MongoDB, Cassandra, HBase
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc.
  • Good scripting and programming skills, e.g. Python, Java / JavaScript
About us

LeanIX aspires to become the number one SaaS solution to modernize IT architectures. We are on a good way. Hundreds of well-known brands such as adidas, Zalando, Atlassian and Vodafone make better decisions in IT with LeanIX.
LeanIX is not just the product, it is also a great place to work. Colleagues from dozens of countries jointly make our vision reality. Yes, we have to work hard to achieve our ambitious goals. But we have everything to do so. We have invested a lot in a working environment that allows everyone to thrive. We believe in open access to leadership, transparent communication, personal development, a modern airy working environment, and that our world-class team deserves the best software stack money can buy.

As an equal opportunity employer, LeanIX is committed to a diverse workforce. You will receive consideration for employment without regard to race, color, religion, belief, political affiliation, union membership, age, sex, pregnancy, sexual orientation, gender identity, national or ethnic origin, genetic information, creed, citizenship, disability, protected veteran or marital status, or any other status protected by applicable laws or regulations