Senior/Lead Data Scientist (m/f/d) at Synfioo GmbH (Potsdam, Germany)

Your Role in 30 seconds

As part of our Data Science team, you will be actively involved in the development of our prediction models as well as our general prediction mechanics. You will develop models of different techniques, train them for several scenarios and integrate them into our training factory. During product implementation, you will also be responsible for assigning the developed models to the actual application case. In addition, you shall also help enabling and guiding our junior data scientists.

Your Mission

  • Develop custom algorithms and data models to apply to (customer-specific) data sets
  • Experiment with different approaches to find different mathematical models for a transport
  • Assess the quality of data given by different sources
  • Analyse, visualize and prepare (customer) data in the field of transport logistics
  • Create, evaluate and fine-tune models
  • Develop processes and tools to monitor and analyze model performance and data accuracy
  • Developing (junior) data scientists

Your Profile

  • Successfully completed university degree in math, computer science (with focus on data science) or a comparable qualification
  • Several years of experience in data science, data engineering or alike; this includes especially knowledge of/on
    • coding (preferably python)
    • strong mathematical (not necessarily but preferably academic) background, especially in
      • Stochastic Processes
      • Graph Theory
      • Markov Decision Process
    • advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with their application
    • data analysis and data-visualization (using python)
    • scikit-learn
    • a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) as well as their real-world advantages and drawbacks
    • SQL and no-sql databases
  • Desirable and helpful (but not necessary) is experience with
    • Amazon Web Services (AWS),
    • the Atlassian Toolchain,
    • teamwork
  • Good language skills in English (working language)

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