Data Modeler Job at Omni Inclusive, Lansdale, PA

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  • Omni Inclusive
  • Lansdale, PA

Job Description

Information Architect/ Data Modeler (Scientist SME)

Key Responsibilities: Information Architecture and Modeling

  • Develop and maintain conceptual and logical information models for scientific and business domains relevant to R&D and Development.
  • Translate business, scientific, and operational requirements into clear information structures, definitions, and business rules.
  • Support the definition and application of information architecture frameworks, standards, and best practices across relevant domains.
  • Help ensure information assets are designed to be reusable, scalable, and aligned to business and scientific needs.
  • Contribute to the creation and maintenance of data dictionaries, glossaries, naming standards, controlled vocabularies, and taxonomies.

Data Exploration and Assessment

  • Profile and analyze source data to understand quality, completeness, context, and usability.
  • Identify gaps, inconsistencies, missing metadata, and alignment issues across data sources.
  • Assess the fitness of source data for intended use cases and downstream consumption.
  • Summarize findings from data exploration and recommend pragmatic remediation or standardization actions.
  • Support root-cause analysis of data quality and information consistency issues.

Collaboration and Stakeholder Engagement

  • Partner with scientists, subject matter experts, business stakeholders, and IT teams to understand workflows, priorities, and information needs.
  • Work collaboratively with data engineers, architects, and platform teams to ensure models and standards are implementable.
  • Facilitate workshops and review sessions to validate models, standards, and requirements.
  • Communicate clearly with technical and non-technical audiences, including documentation of models, diagrams, findings, and recommendations.
  • Act as a connector between scientific users and technical implementation teams.

Standards, Governance, and Enablement

  • Contribute to the development and maintenance of information quality rules and governance-aligned standards.
  • Support documentation and stewardship of information architecture deliverables.
  • Help enable reuse through clear definitions, standards, and supporting guidance.
  • Promote consistent application of FAIR principles and GxP-aware practices where relevant.
  • Identify opportunities to improve tooling, methods, and ways of working related to information architecture.

Required Experience and Skills

  • Strong scientific background, preferably in Chemistry, Biology, or another scientific field related discipline
  • Demonstrated advanced problem-solving and analytical skills.
  • Experience working with or within IT teams in a collaborative environment.
  • Strong communication skills, with the ability to work effectively across scientific, business, and technical audiences.
  • Proven ability to manage ambiguity, think structurally, and learn new methods quickly.
  • Strong attention to detail and commitment to quality.
  • Ability and willingness to learn information architecture, data modeling, metadata, and data standards.

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