Senior Scientist, Data Science
Tasks
- Build controlled vocabularies
- Collaborate with SMEs to capture domain semantics
- Communicate semantic designs to stakeholders
- Create validation reports
- Define governance guidelines and release rules
- Design ontology modules
- Enable knowledge graphs data products and analytics
- Implement ontology constraints
- Integrate semantic layers into data pipelines
- Map to canonical and regulatory models
- Publish versioned semantic models
- Run data quality checks
- Support entity linking and normalization using ML and NLP
- Translate domain knowledge into ontologies
- Write SPARQL queries tests
Perks/Benefits
- Bereavement leave
- Caregiver leave
- Parental leave
- Recognition awards
- Vacation days
- Volunteer leave
- Well-being reimbursement
Skills/Tech-stack
Data Governance | Data Modeling | Data Quality | Entity Linking | Graph Databases | GraphDB | Knowledge graphs | Language Processing | Machine Learning | Natural Language | Natural Language Processing | Neo4j | OWL | Ontology Engineering | RDF | SKOS | SPARQL | Semantic Technologies | Semantic standards | Shacl | Version control
Education
Roles
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