Sr Data Scientist (Copy)
Remote · United States
Job Summary
Senior Data Scientist specializing in Identity Resolution/Entity Resolution addresses deduplication and linking across diverse data sources using ML, probabilistic matching, and graph-based methods; responsibilities include designing scalable resolution algorithms, feature engineering for matching, validating results, collaborating with data engineers and product teams, and delivering actionable insights with dashboards; requires 10+ years experience, ML frameworks, Python or R, graph databases, and advanced NLP techniques.
Required Qualifications
- Master’s or Ph.D. in Computer Science, Data Science, Statistics, Mathematics, or a related quantitative field
- 10+ years of experience in data science or a related role
- 3+ years of hands-on experience with identity resolution, entity resolution, or record linkage projects
- Proficiency in Python or R for data analysis and modeling (libraries: pandas, scikit-learn, NumPy, etc.)
- Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and probabilistic matching techniques
- Familiarity with fuzzy matching tools (e.g., dedupe, fuzzywuzzy) and string similarity metrics (e.g., Levenshtein, Jaro-Winkler)
- Knowledge of graph databases (e.g., Neo4j) and network analysis for relationship modeling
- Experience with SQL and handling large-scale datasets in relational or No
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