Position: Junior Machine Learning Engineer
Company: Colobridge
Experience required: 1y
Category: Data Science
English level: intermediate
Published: 2021-03-01T00:00:00+02:00

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, petprojects 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.