Position: Data scientist
Company: Data Science UA
Category: Data Science
Experience required: 2y
English level: intermediate
Published: 2021-12-01T00:00:00+02:00

Looking for a Data scientist to join the cool product team.

Requirements:
- More than 2 years of experience in maintaining ML/DL projects from idea to production, experience with engineering around data science problems 
- Good knowledge of math and algorithms behind data science
- Understanding of data structures, data modeling, and software architecture
- Understanding of building complex validation schemes for machine learning models
- Technical stack: Python, pandas, scikit-learn, numerical and scientific packages for Python, PyTorch would be a plus.
- Experience with tracking experiments history
- English language: Intermediate +
- Strong communication skills and experience being a flexible team player.

Responsibilities:
- Develop and maintain a framework for understanding the accuracy of predicted measurements, sizes, and 3d avatars;
- Developing a monitoring system for the whole pipeline;
- Developing instruments that will make models and data observability more transparent;
- Conduct projects to establish which areas are worthwhile for investing resources in order to improve accuracy;
- Maintain ML pipeline testing flow in terms of data being used, creation of validation strategy.