Data Scientist

Katowice, Poland

Knauf IT

Tervetuloa uudelle Knauf.com/fi-FI sivustolle! Uudelta sivustolta löydät kootusti koko Knauf konsernin tuotteet, ratkaisut ja yritystiedot.

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Knauf stands for opportunity. This exciting role offers you the ideal opportunity to begin and further develop an impressive career within a values-driven culture.

As a global building materials manufacturer with 42,500 employees in 90 countries, we offer diverse opportunities to ambitious talent. We value every contribution and are committed to creating a safe and inclusive work environment with the aim of developing sustainable solutions for a better future.

Knauf Information Services GmbH is proud to be a part of the Knauf Group. With a long-standing tradition, and a growing international presence, we are seeking dedicated individuals to help us achieve our long-term vision.

 

Can you say ‘yes’?

  • Is respectful and appreciative interaction within the team a given for you?
  • Do you always put the customer at the center of your actions?
  • Do you consider the future and upcoming generations in your actions?
  • Do you strive for personal and professional growth?

What you'll do

  • Contribute to our data science products with end-to-end data science solutions -- including problem and metric definition, data collection, model building, validation, deployment, and monitoring -- to solve business problems
  • Ensure robust and scalable solutions through MLOps practices
  • Analyze large datasets (tabular, time series, texts) to extract actionable insights for data-driven decision-making and develop advanced statistical models, in collaboration with central functions (such as finance, HR, marketing, etc.).
  • Leverage LLMs with prompting, RAG, and agentic patterns to enhance data science capabilities
  • Stay updated with advancements in data science, machine learning, and AI and integrate new techniques and tools into workflows

Who you are

  •  Proficient in Python programming language, with extensive experience in data manipulation (e.g., Pandas, PySpark), analysis (e.g., SciPy, scikit-learn), and modeling using machine learning (e.g., scikit-learn, PyTorch, transformers).
  • Experienced with visualization tools (e.g., Matplotlib, Tableau, Superset) and inference endpoint deployment frameworks and libraries (e.g., FastAPI, Flask, Langchain).
  • Experienced in software development and bringing software into production in collaboration with DevOps and Platform teams (e.g., GitHub, GitHub Actions, CI/CD) using Azure platforms and services for machine learning, data science, and MLOps (e.g., Azure Machine Learning, MLFlow, Azure Synapse).
  • Profound knowledge of statistical modeling and data analysis techniques, ideally with a focus on time series analysis, anomaly detection, or text processing.
  • Experience working with text data, large language models (LLMs), Retrieval-Augmented Generation (RAG), and agentic AI techniques. Experience with SAP HANA, SAP SAC, and SAP Datasphere is a plus.

What we offer you

We all shape our lives individually. As an employer, we play a significant role in the daily life of our employees and aim to support them with various offerings. This includes, among other things:

  • Security: Permanent employment contract in a stable, successful family owned business
  • Flexibility: A wide time window for flexible working and weekly remote days
  • Fitness and health: Discounts on various sports and leisure activities, active health promotion, private health care, occupational safety, and more
  • Time Savings: Parking and direct access to public transport (train, bus)
  • Feel Approach: Welcome days and individual onboarding, company and team events
  • Personal career and career development: Individual support for extra-occupational studies, further education and training courses
  • Inspiring work environment: Our nicely designed office offers you an environment that fosters creativity and productivity. We love coming together as a team here!

 

Knauf as an employer

Knauf Information Services GmbH is a key driver of the KNAUF Group's global growth and digital transformation. A team of 500 highly qualified experts is committed to supporting the Group and its customers worldwide with innovative IT solutions and customized services. The core competencies of Knauf IT cover a wide range of IT services, including the development and implementation of complex software solutions, the optimization of business processes through digital technologies and ensuring IT security and data protection.

The Knauf Group is proud to be an equal opportunity employer. We are committed to a diverse and inclusive work environment, and we make all personnel decisions across all areas of our company based on experience, skills and integrity. We encourage applicants from all walks of life to apply for our positions, regardless of age, gender, gender identity, disability, sexual orientation, origin, religion and so forth.

Share our values and become part of the team to shape the future of Knauf together. 


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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

Job stats:  3  0  0
Category: Data Science Jobs

Tags: Azure CI/CD Data analysis DevOps FastAPI Finance Flask GitHub LangChain LLMs Machine Learning Matplotlib MLFlow MLOps Pandas Prompt engineering PySpark Python PyTorch RAG Scikit-learn SciPy Security Statistical modeling Statistics Superset Tableau Transformers

Perks/benefits: Career development Fitness / gym Flex hours Health care Team events

Region: Europe
Country: Poland

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