ReliaSol (https://reliasol.ai) is a fast scaling up company (20+ employees) focused on delivering data-driven and AI solutions for the Smart Industry.
At ReliaSol, we developed an AI software platform for Predictive & Prescriptive Maintenance that helps our customers to increase their production uptime, reduce their maintenance costs and optimise their industrial processes. The platform allows industry experts to implement the most advanced algorithms without having programming experience.
Processing, cleansing, and verifying the integrity of data Selecting the proper machine learning method for a given problem Selecting features, building and optimizing classifiers and regression models using machine learning techniques Creating and using anomaly detection systems Data mining using state-of-the-art methods Extending data collection procedures Doing ad-hoc data analysis and presenting results in a clear manner Constant tracking of performance of designed models
2+ years of experience working as a data scientist or similar
Very good understanding of machine learning techniques and algorithms, such as k-NN, SVM, Decision Forests, Neural Networks etc.
Experience with Python-based data science toolkits (numpy, pandas, scipy, TensorFlow, Keras etc).
Experience with data visualisation tools – best option are python-based tools (e.g. matplotlib) Good applied statistics skills, such as analysis of distributions, statistical testing, regression, time series decomposition etc.
Good communication skills
Basic knowledge of SQL (MsSQL, MySQL, etc.) Basic knowledge of NoSQL databases, such as MongoDB is an advantage Good scripting and programming skills are an advantage PhD in data science and similar is an advantage Experience in ML techniques for industry is an advantage
competitive remuneration and contract of employment or B2B cooperation work in a small, friendly team, possibility of remote work (however, we provide a great atmosphere and excellent coffee in our office at Królewska Street!) extensive private medical care and Multisport card English lessons.