#vacancy #ML #Data_Scientist #Junior #Middle
What We Do
We are building an e-commerce platform to help companies better understand their customers and to better communicate with them. As a Junior Machine Learning Engineer, you will be a part of the Advanced Analytics Team — a unit responsible for predictive analytics and customer behavior pattern recognition services. Our platform is being developed as a standalone project by the German corporate cloud operator Colobridge GmbH.
Your Tasks
Development and improvement of machine learning models for predicting customer behaviour; segmentation of the customer base; recognition of motivators and emotional portraits of clients.
Huge chunk of your tasks will include setting up a unified data processing pipelines: data cleaning, data preparation etc.
What We Expect
Maily you will be working with tabular data, thus we expect a solid understanding of the main concepts in such areas as:
statistics
probability theory
theory of optimisation
regression analysis
time series analysis
classification/segmentation
We expect you to showcase some practical experience (learning projects, pet-projects etc) in the areas mentioned above.
You have to be quite good in Python and in the next libraries in particular:
numpy, pandas, sklearn, XGBoost, seaborn/matplotlib, tsnlearn, prophet
streamlit, dash
any DL framework will be a plus
As you'll be also working with both structured and unstructured data it would be nice to have experience with writing SQL queries and parsing/cleaning relatively large data in different formats.
Please share your GitHub account if you have some project there we could review.
Would Be a Plus
A good command of German
MongoDB
NLP experience and knowledge
Please send your CV