Data Scientist
⚲ Kraków, Czyżyny
12 000 – 20 000 zł / mies.
Wymagania
- SQL
- Python
- R
Opis stanowiska
Nasze wymagania:
BSc Required, MSc/PhD preferred in Data Science, Computer Science, Computer Engineering, Mathematics, or Statistics (Experience can compensate for lack of formal competency)
At least 7 years of experience in data science, data engineering, data analysis, or software development
At least 7 years of programming experience in R, python, or other data science language
Expert in creating and optimizing SQL and shell scripts
Expert in analyzing, wrangling, and joining varied datasets
Expert in using machine learning platforms to design, build, test, refine, and deploy predictive models
Capable of deploying and maintaining AI technologies in cloud environments
Highly advanced in building high-quality graphical visualizations of data
Capable of effectively structuring information and communicating insights in presentations
Capable of writing and reviewing code written in SQL, R, and python
This position follows a hybrid working model and requires attendance in our Krakow office 4 days per week
Zakres obowiązków:
Wrangles and integrates varied datasets, architecting specialized data and computing models
Discovers insights and identifies valuable business opportunities through data science
Presents data insights in a way that can be easily understood by others
Creates, refines, and integrates models to solve complex problems
Integral member of development team that delivers highly-effective digital services
Establishes strategic recommendations on data collections incorporating business requirements and knowledge of best practices
Identifies and evaluates relevancy of data sources both internal and external, in collaboration with subject matter experts and IT stakeholders
Develops innovative and effective approaches to solve DSI analytics problems through the application of data mining, feature engineering, scenario modelling, advanced algorithms, machine learning, experimental design, and hypothesis testing
Works with the development team to ensure relevant analytics and data is utilized in digital services
Suggests improvements to business metrics for the digital services
Structures and presents data insights in easy to understand terms for external stakeholders
Performs training and education of key stakeholders in relevant areas of data science techniques
BSc Required, MSc/PhD preferred in Data Science, Computer Science, Computer Engineering, Mathematics, or Statistics (Experience can compensate for lack of formal competency)
At least 7 years of experience in data science, data engineering, data analysis, or software development
At least 7 years of programming experience in R, python, or other data science language
Expert in creating and optimizing SQL and shell scripts
Expert in analyzing, wrangling, and joining varied datasets
Expert in using machine learning platforms to design, build, test, refine, and deploy predictive models
Capable of deploying and maintaining AI technologies in cloud environments
Highly advanced in building high-quality graphical visualizations of data
Capable of effectively structuring information and communicating insights in presentations
Capable of writing and reviewing code written in SQL, R, and python
This position follows a hybrid working model and requires attendance in our Krakow office 4 days per week
Zakres obowiązków:
Wrangles and integrates varied datasets, architecting specialized data and computing models
Discovers insights and identifies valuable business opportunities through data science
Presents data insights in a way that can be easily understood by others
Creates, refines, and integrates models to solve complex problems
Integral member of development team that delivers highly-effective digital services
Establishes strategic recommendations on data collections incorporating business requirements and knowledge of best practices
Identifies and evaluates relevancy of data sources both internal and external, in collaboration with subject matter experts and IT stakeholders
Develops innovative and effective approaches to solve DSI analytics problems through the application of data mining, feature engineering, scenario modelling, advanced algorithms, machine learning, experimental design, and hypothesis testing
Works with the development team to ensure relevant analytics and data is utilized in digital services
Suggests improvements to business metrics for the digital services
Structures and presents data insights in easy to understand terms for external stakeholders
Performs training and education of key stakeholders in relevant areas of data science techniques
🔍 Dekoder Ogłoszenia
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At least 7 years of experience in data science, data engineering, data analysis, or software development
Szeroki zakres doświadczeń jest wymagany, co może oznaczać, że szukają osoby 'złotej rączki' do wielu zadań.
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Expert in creating and optimizing SQL and shell scripts
Określenie 'expert' sugeruje bardzo wysoki poziom umiejętności i oczekiwanie, że będziesz w stanie rozwiązywać najtrudniejsze problemy.
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Expert in analyzing, wrangling, and joining varied datasets
Oznacza to pracę z często nieuporządkowanymi i trudnymi do połączenia danymi, co wymaga dużej elastyczności i kreatywności.
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Expert in using machine learning platforms to design, build, test, refine, and deploy predictive models
Wymaga to kompleksowego podejścia do cyklu życia modelu ML, od koncepcji po produkcję.
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Capable of deploying and maintaining AI technologies in cloud environments
Oprócz tworzenia modeli, oczekuje się umiejętności ich wdrożenia i utrzymania w środowisku chmurowym, co jest dodatkowym wyzwaniem.