Requirements: English
Company: AVENGA (Agencja Pracy, nr KRAZ: 8448)
- 3+ years of professional experience, using Python for machine learning solutions development
- understanding of machine learning techniques and algorithms (supervised learning, hybrid models, train/test data sets, overfitting, model evaluation, etc.)
- ability to write high quality code in Python
- professional experience in object oriented programming
- at least basic understanding of time series analysis concept
- ability to structure an emerging solution code into well engineered software packages
- experience with or willingness to learn time series forecasting methodologies
- experience, knowledge or willingness to learn modern Deep Learning frameworks for forecasting
- ability to apply unit testing and DevOps / CI/CD / ML engineering techniques
- nice to have: experience with Docker
,[Development of components using object oriented programming following good coding practices and extensive components testing. , Additionally, a person will be involved in the full lifecycle of forecasting application development: from data preparation, through modeling, evaluation, productization to maintenance.] Requirements: Python, Docker Additionally: Sport subscription, Training budget, Private healthcare, International projects.