
Avenga Czechia s.r.o.
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Úvodní představení
Avenga is a global technology and consulting company with over 6,000 experts, aiming to become a world leader in digital transformation and innovation.
We offer a flexible work environment, support for professional growth, and the opportunity to participate in international projects that are shaping the future of technology.
Join us and be part of a team that's redefining the digital landscape.
Pracovní nabídka
This is the job
We are looking for a Data Analyst / Data Scientist to join a dynamic project within the banking sector. In this role, you will work with data to generate insights, validate hypotheses, and build scalable data solutions in an international environment.
This is you
At least 3 years of experience working with data (analysis, data science, or data engineering)
Experience in data mining, including hypothesis formulation and testing, target definition, and performance evaluation (coverage, lift, robustness) just only on side projects, testings previous position, pandas, puspark , polars
Ability to deliver high-quality results, even for routine and repetitive tasks
Hands-on experience with PySpark for ETL and data transformations
Practical knowledge of Pandas or Polars (at least one required)
Experience with Git and version control tools (Bitbucket or GitHub)
Ability to follow best practices for production Python code (Jupyter for exploration, clean .py files for production)
Strong communication skills, with the ability to collaborate with both analysts and business units
Comfortable working in an iterative environment, incorporating feedback
Proactive mindset, able to propose and implement new data-driven hypotheses
Good command of English (written and spoken)
Nice to have:
Solid SQL skills (ability to write queries independently)
Experience in the banking or financial sector (FOP/SME/CORP segments)
Experience with data pipeline orchestration tools (Airflow, Jenkins, Concourse)
Experience in PySpark performance optimization (partitioning, caching, shuffle tuning)
Experience with event detection in data
Knowledge of machine learning and statistics (EDA, feature engineering, validation, leakage)
This is your role
Perform data analysis and data mining to support business decisions
Formulate and validate data-driven hypotheses
Develop and maintain ETL processes using PySpark
Ensure high-quality, production-ready data pipelines and Python code
Collaborate with business and technical stakeholders
Continuously identify opportunities for improvement and innovation
O firmě
V Avenga věříme, že dobré technologie vznikají díky lidem a jejich nápadům. Jsme mezinárodní tým více než 6 000 lidí, které baví hledat nové... Číst více
Informace o pozici
Avenga Czechia s.r.o.
College
Czech (Advanced) or English (Intermediate)
Banking industry and financial services
Full-time work
Employer
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