... machine learning, and data preparation. Hands-on experience working with structured and unstructured data. Familiarity with machine learning frameworks such as TensorFlow or PyTorch . Experience with Generative AI or Large Language Models is an advantage. Exposure to graph databases, NEO4J or MEMGRAPH, graph analytics, Knowledge ...
... programming skills in pure Python and experience with data oriented programming using at least one library like: Numpy, Pandas, PyArrow, Polars, PyTorch, TensorFlow etc. - You have solid understanding of ETL, ELT and data lake concepts, and data warehousing patterns such as dimensional modeling, star/snowflake schemas, ...
... day-to-day job will include - Hands-on coding - Designing of complex ML products and pipelines - Use primarily Python and libraries for Machine Learning (e.g., TensorFlow, PyTorch, Sklearn etc.) in Azure - Process big volume of telco data using (py)Spark in Azure - Cracking challenging problems of how to develop, productionalize ...
... knowledge you bring include: - Az least 3+ years of applied AI/ML engineering experience. - Advanced Python skills and proficiency with ML/DL libraries (PyTorch, TensorFlow, HuggingFace). - Hands-on experience with Databricks and MosaicML for production AI workflows. - Knowledge of RAG/CAG pipelines and integration with vector ...
... (Computer Science, Mathematics, Physics, Statistics, or similar), or equivalent practical experience . Nice to have: - Experience with scikit-learn, PyTorch, TensorFlow, XGBoost , or similar modeling stacks. - Familiarity with ML experiment tracking and reproducibility (e.g. MLflow, W&B). - Experience with SQL , data warehouses/lakes, ...
... drive projects through to completion with minimal direction. - Technical Proficiency: Expertise in Python, SQL, and core ML frameworks (e.g., scikit-learn, TensorFlow, PyTorch), with practical experience putting models into production. - Stakeholder Partnership: Ability to collaborate effectively with business units, build ...
... klasifikací, regresí, shlukováním (clustering) a dalšími základními koncepty a principy * Schopnost každodenně pracovat s knihovnami, jako jsou Pandas, Scikit-learn, TensorFlow, Plotly, MLflow (nebo jejich alternativami) Výhodou: * Zkušenost z oblasti financí nebo pojišťovnictví * Zkušenost s detekcí anomálií * Znalost NLP/LLM Nabízíme: ...