Role Title : Data Scientist
Location : Amsterdam, Netherlands
Employment Type : Contract
Key Responsibilities
- Data Analysis & Insights Generation
• Perform exploratory data analysis on large-scale banking datasets to identify trends, patterns, and opportunities for business impact.
• Utilize Azure Synapse Analytics and Power BI to create dashboards and reports, enabling stakeholders to make data-informed decisions.
- Model Development & Experimentation
• Build and validate predictive models using techniques such as regression, classification, and clustering for use cases including credit scoring, fraud detection, and customer segmentation.
• Experiment with advanced analytics, including deep learning, NLP, and time-series forecasting, to address specific banking challenges.
- Data Preparation & Feature Engineering
• Develop data pipelines and perform ETL processes using Azure Data Factory to prepare structured and unstructured data for analysis.
• Conduct feature engineering, data transformation, and data cleaning to improve model accuracy and robustness.
4. Collaboration & Business Alignment
• Collaborate with stakeholders to understand business needs and translate them into data science solutions.
• Work closely with data engineers, machine learning engineers, and other team members to ensure seamless integration of models into production.
5. Deployment & Monitoring
• Deploy models to Azure Machine Learning Service and set up monitoring to evaluate model performance and make adjustments as needed.
• Implement best practices in MLOps for model lifecycle management and
versioning.Skills:
• Proficiency in Python and ML libraries (e.g., Scikit-Learn, TensorFlow).
• Solid SQL skills and experience with Azure SQL Database or Azure Cosmos DB.
• Strong understanding of statistical analysis, predictive modeling, and banking use cases like risk scoring and fraud detection.
• Familiarity with data visualization tools such as Power BI.
Key Skills
Ranked by relevance
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- Posted
- Nov 11, 2024
- Type
- Contract
- Level
- Mid-Senior
- Location
- Amsterdam
- Company
- Hirexa Solutions
Industries
Categories
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