
Data Scientist
2 days ago
**Role**:
Seeking a Data Scientist with expertise in AI/ML, NLP, and entity resolution to enhance data matching and management processes. The role involves developing and operationalizing AI models, collaborating on MDM improvements, and generating data insights.
**Responsibilities**:
- Design and develop ML and NLP models to enhance match and merge processes within our MDM framework.
- Collaborate with the MDM team to understand data workflows and integrate AI/ML solutions effectively.
- Operationalize AI/ML models, ensuring they are scalable, maintainable, and seamlessly integrated into data operations.
- Analyze complex datasets to generate insights and inform strategies for new data integrations and quality improvements.
- Document methodologies, including probabilistic match rules, logic, attribute weighting, and thresholds for MDM platform enhancement.
**Qualifications**:
- Bachelor’s or master’s degree in computer science, Data Science, or related field.
- Proven experience in machine learning, NLP, and entity resolution techniques.
- Familiarity with graph databases and graph analytics tools, specifically Neo4j GDS or similar technologies.
- Experience with Python and ML libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Basic understanding of Master Data Management concepts and principles.
- Knowledge of MLOps practices to ensure efficient deployment and maintenance of AI/ML models.
- Excellent problem-solving skills and the ability to work effectively in a team.
- Strong communication skills, with the ability to translate complex technical concepts into clear, actionable insights.
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