Senior Data Scientist / Machine Learning Engineer

Analityka rynku

Stack

Szczegóły

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Opis

Key Responsibilities Perform exploratory data analysis (EDA) to uncover trends, patterns, and actionable insights from large datasets. Translate business problems into analytical and machine learning solutions. Design, develop, train, and optimise machine learning models and algorithms. Evaluate model performance using appropriate validation techniques, hyperparameter tuning, and model optimisation methods. Deploy machine learning models into production environments and integrate them with existing applications through APIs. Collaborate with software engineering and DevOps teams to build scalable, production-ready AI solutions. Monitor deployed models, troubleshoot issues, and continuously improve model accuracy and efficiency. Present analytical findings and recommendations clearly to both technical and non-technical stakeholders. Stay current with advancements in AI, machine learning, and data science, recommending new tools and best practices where applicable. Requirements Minimum 3 years of hands-on experience in machine learning implementation, deployment, and statistical data analysis involving large datasets. Strong experience translating business requirements into analytical solutions using statistical and machine learning techniques. Proficient in:PythonSQLData WranglingData VisualisationDatabase Management Systems (DBMS) Experience with one or more of the following:TensorFlowPyTorchRSASQlik Sense Experience deploying machine learning models into production environ

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