Dla naszego klienta DCG poszukujemy osoby na stanowisko Senior Data Scientist with GenAI.
Responsibilities
Designing, developing and implementing artificial intelligence-based solutions, including machine learning and deep learning models
Analysis and processing of large data sets
Creating and implementing complex ML solutions, including data preprocessing, model building and evaluation
Deploying end-to-end ML solutions, including data preprocessing, feature engineering, model development, and model evaluation
Identify and solve complex analytical problems using statistical and mathematical methods
Documenting analysis processes and research results for future use in projects
Collaborate with development teams and business experts
Support interpretation of model results and presentation to non-technical stakeholders
Requirements
5+ years of experience as a Data Scientist, with a proven track record in applying machine learning techniques to solve real-world problems
Strong proficiency in Python and popular machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch, etc.)
Experience in designing and deploying end-to-end ML solutions, including data preprocessing, feature engineering, model development, and model evaluation
Familiarity with cloud platforms (AWS, Azure, GCP) and MLOps practices
Solid understanding of statistics and mathematics and their application to model development and evaluation
Ability to manage large, complex datasets and perform tasks such as data wrangling, feature engineering, and model optimization
Strong problem-solving and critical-thinking skills, with the ability to propose innovative solutions to complex data challenges
Excellent communication skills, with the ability to present technical concepts and results to non-technical stakeholders
Fluent in English and Polish (both written and spoken)
Nice To Have
Experience with GenAI technologies, including LLMs, Chatbots, Agents, and RAG-based applications
Additional programming skills in languages like R, SQL, Java, etc