Junior Data Scientist

2 tygodni temu

Warszawa, Mazovia, Polska SAVENTIC HEALTH Sp. Z O.o. Pełny etat

Technologies-expected : Python SQL Git Docker Kedro Airflow about-project : We are looking for a Junior Data Scientist to create and maintain data analytical pipelines.

Data is obtained from medical units and uploaded to the internal database.


We focus on detailed analysis of text data (NLP) as well as building models that detect patients with specific rare diseases.


responsibilities :
Implementation of machine learning methods Searching and developing analytical stacks answering specific medical questions Development and maintenance of ETL processes, data pipelines in "BIG DATA" architecture Analyzing large amounts of medical data (numerical and text data)

Creation and maintenance of data pipelines:
contribution to feature store development, creation of automated pipelines (i.e.


kedro), building self-learning structures Testing models retrospectively and prospectively Expansion of tools supporting model performance quality control processes Close and regular cooperation with a team of medical experts Collaboration with the Data Engineer, as well as MLOps and Data Ops, to develop the best technological solutions Supporting the team in identifying and solving business problems requirements-expected : Education in mathematics, computer science, statistics or related fields Academic or professional experience in the field of data science (minimum 1 year), including: decision trees, random forests, neural networks, support vector machines, linear and logistic regression, etc.


Skills in algorithm design, complexity analysis, data structures, problem solving and diagnosis Good programming skills in Python Practical knowledge of SQL Experience using: Linux, Git, Docker, Kedro, Airflow English minimum B2 Good communication skills, the ability to ask questions, but also to listen and draw conclusions Willingness to learn new technologies and issues offered : Work in a multidisciplinary team that values relationships and atmosphere.

Startup culture.

The opportunity to have a real impact on the company's development and implement your ideas.

Flexible working hours and remote work (100%).

Work in an international environment.

Opportunities for growth and the ability to take on new responsibilities.

benefits :
sharing the costs of sports activities private medical care sharing the costs of foreign language classes sharing the costs of professional training & courses remote work opportunities flexible working time integration events corporate library

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