Ml Data Scientist w Colobridge

#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