Junior Data Scientist

4 tygodni temu

Warsaw, 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 DataOps, 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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