Data Analyst
⚲ Warszawa
20 160 - 28 560 PLN netto (B2B)
Wymagania
- Python
Opis stanowiska
Craftware is a technology company of over 500 experts, empowering large organizations to solve complex business challenges with modern IT solutions - from sales systems and automation to data platforms and AI. We operate where technology must be reliable, secure, and scalable. We deliver end-to-end projects: from analysis and architecture through implementation to development and maintenance. We are a trusted partner of industry leaders such as Salesforce, Veeva, UiPath, and Databricks.
Model: remoteEmployment type: full-time
Responsibilities:
• Algorithm Development: Create robust algorithms to extract disease-relevant features from diverse sensor data (touchscreen, accelerometer, audio, text) collected during remote testing.
• Psychometric Analyses: Evaluate feature reliability, group differentiation (such as disease stages), collinearity, and correlation with traditional clinical assessments.
• Vendor Management: Validate third-party data completeness and perform comparative analyses between external and in-house remote testing datasets.
• Scientific Communication: Present findings internally and contribute to scientific abstracts and manuscripts for global conferences.
Requirements:
• Advanced proficiency in Python (Pandas, NumPy, SciPy, MatPlotLib) and development workflows (Jupyter notebooks, virtual environments).
• Strong coding practices focused on robustness and reproducibility, including git, unit testing, peer code reviews, and agile methodologies.
• Solid understanding of group comparisons, correlation analysis, and linear mixed models.
Ability to deal with real-world data, investigate the reasons for missing or erroneous values, and connect with other teams to resolve issues.
• Familiarity with distributed, high-performance computing environments, ETL workflows, and the Unix command line.
• Excellent English skills and the ability to thrive within a hybrid, dynamic team environment.
• Expertise in one or more of the following areas is a plus: time series analysis, signal processing, image processing, natural language processing.
Employment conditions:
• B2B contract,
• Daily support from team leaders,
• Dedicated certification budget,
• Assistance in defining and support in your development path,
• Benefits package,
• Integration trips/events.
Model: remoteEmployment type: full-time
Responsibilities:
• Algorithm Development: Create robust algorithms to extract disease-relevant features from diverse sensor data (touchscreen, accelerometer, audio, text) collected during remote testing.
• Psychometric Analyses: Evaluate feature reliability, group differentiation (such as disease stages), collinearity, and correlation with traditional clinical assessments.
• Vendor Management: Validate third-party data completeness and perform comparative analyses between external and in-house remote testing datasets.
• Scientific Communication: Present findings internally and contribute to scientific abstracts and manuscripts for global conferences.
Requirements:
• Advanced proficiency in Python (Pandas, NumPy, SciPy, MatPlotLib) and development workflows (Jupyter notebooks, virtual environments).
• Strong coding practices focused on robustness and reproducibility, including git, unit testing, peer code reviews, and agile methodologies.
• Solid understanding of group comparisons, correlation analysis, and linear mixed models.
Ability to deal with real-world data, investigate the reasons for missing or erroneous values, and connect with other teams to resolve issues.
• Familiarity with distributed, high-performance computing environments, ETL workflows, and the Unix command line.
• Excellent English skills and the ability to thrive within a hybrid, dynamic team environment.
• Expertise in one or more of the following areas is a plus: time series analysis, signal processing, image processing, natural language processing.
Employment conditions:
• B2B contract,
• Daily support from team leaders,
• Dedicated certification budget,
• Assistance in defining and support in your development path,
• Benefits package,
• Integration trips/events.
🔍 Dekoder Ogłoszenia
🔴
Create robust algorithms to extract disease-relevant features from diverse sensor data
Oczekuje się od Ciebie samodzielnego tworzenia algorytmów od podstaw, a nie tylko ich stosowania.
🔴
Evaluate feature reliability, group differentiation (such as disease stages), collinearity, and correlation with traditional clinical assessments
Praca może wymagać głębokiego zrozumienia statystyki i metodologii naukowej, wykraczającego poza typowe analizy danych.
🔴
Vendor Management: Validate third-party data completeness and perform comparative analyses between external and in-house remote testing datasets
Może oznaczać konieczność interakcji z zewnętrznymi dostawcami danych i rozwiązywania problemów związanych z jakością danych od nich.
🔴
contribute to scientific abstracts and manuscripts for global conferences
Oczekuje się aktywnego udziału w publikacjach naukowych, co może wymagać czasu i wysiłku poza standardowymi obowiązkami.
🟢
Strong coding practices focused on robustness and reproducibility, including git, unit testing, peer code reviews, and agile methodologies
Oczekuje się dojrzałości w procesach deweloperskich, a nie tylko pisania kodu.