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Scientific Data Modeler

4 weeks ago

Oak Hill, United States Randstad Full time
Job Summary

A Scientific Knowledge Engineer is needed for a leading pharmaceutical manufacturer. This role involves maximizing the value of scientific data assets by defining data models and ontologies, ensuring data quality and integration for predictive analytics, and collaborating with R&D teams to translate complex biological concepts into structured data for actionable insights.

Responsibilities
  • Define schemas and data models for scientific information to create value-adding data products.
  • Ensure quality control through validation and verification of mapping specifications to be industrialized by data engineering.
  • Convert business needs into deliverable requirements for integrating large-scale biological data to support drug and vaccine discovery.
  • Collaborate with external groups to align company data standards with industry and academic ontologies.
  • Support effective data ingestion by articulating entry requirements for platform engineering teams and ensuring metadata compliance.
  • Provide subject matter expertise for translating deep scientific concepts into actionable data insights.
Requirements
  • Working experience querying relational databases (SQL).
  • Familiarity with data management/metadata platforms (e.g., Collibra, Datahub, Informatica).
  • Experience in data modeling, quality analysis, and profiling (working with tools like SAS, Ataccama, Informatica Data Quality).
  • Experience with data protocol tools (e.g., Avro, Protocol Buffers).
  • Proficiency in at least one programming language (e.g., Python) for scripting and modeling.
  • Awareness of RDF, ontology, and reference data.
  • Experience with open-source ontology tools (e.g., Protg, SPARQL, OWL).
  • Specific experience with Knowledge Graph efforts and taxonomy tools.
Education and Experience
  • Bachelor's degree in Bioinformatics, Biomedical Science, Biomedical Engineering, Molecular Biology, or Computer Science.
  • Relevant biologist work experience.
  • 5-8 years of job-related experience with a proven track record.

Randstad is an equal opportunity employer and welcomes people of all abilities. If you require a reasonable accommodation to make your application or interview experience a great one, please contact us.

Pay offered to a successful candidate will be based on several factors including the candidate's education, work experience, work location, specific job duties, certifications, etc. In addition, Randstad offers a comprehensive benefits package, including health, an incentive and recognition program, and 401K contribution (all benefits are based on eligibility).