Senior AI/ML Data Model Architect

7 hours, 26 minutes ago
Full-time
Senior
Software Development
Sapience AI

Sapience AI

Sapience AI is a small, privately held company focused on providing Institutional Knowledge Infrastructure for professional associations and membership organizations. The company emphasizes the integration of domain-specific AI systems with human expertise to enhance collaborative general intelligence. Its offerings include software applications, APIs, data analytics tools, and a secure platform designed to help organizations improve productivity and decision-making. In addition to its knowledge infrastructure, Sapience AI is developing a next-generation GPU cloud service, utilizing high-performance European data centers and NVIDIA hardware. This GPU-as-a-Service solution targets enterprises that require secure AI infrastructure and strict data residency controls. The company aims to support a variety of users, including professional organizations, academic institutions, and research organizations, by delivering innovative tools and insights tailored to their specific needs.

information technology & services
11-50
Founded 2024
$9M raised

Description

  • Design coherent data models and schemas for AI-ready community knowledge.
  • Define feature, embedding, and knowledge representations for models, retrieval, and knowledge graphs.
  • Architect data flows from raw sources to models, graphs, and reasoning systems.
  • Establish lineage, provenance, observability, quality, and governance standards.
  • Build privacy, access controls, and protection for sensitive community knowledge into data structures.
  • Partner with knowledge graph, applied AI, ML infrastructure, neuro-symbolic AI, and research teams.
  • Align teams around shared data foundations and resolve cross-functional architecture questions.
  • Evolve data architecture to support platform growth, changing communities, and GR/GA milestones.
  • Use AI to explore schema and representation options while owning final design judgment and accountability.

Requirements

  • Seven or more years of experience in data architecture, data modeling, or a related field.
  • Experience designing data models and representations for ML or AI systems.
  • Strong knowledge of schema design, data modeling, and knowledge representation.
  • Experience with features, embeddings, and representations for models and retrieval.
  • Strong understanding of data lineage, quality, governance, privacy, and provenance.
  • Fluency across relational, graph, and vector data paradigms.
  • Experience with SQL, Python, graph query languages, cloud data platforms, and storage.
  • Ability to align multiple teams around a shared data foundation.
  • Experience with knowledge graphs, neuro-symbolic systems, retrieval-augmented generation, or reasoning systems preferred.
  • Experience with sensitive data, CRM/AMS or knowledge-platform data, and scaling data architecture preferred.

Benefits

  • Base salary of $204,000–$216,000.
  • Early-stage equity.
  • Generous health and wellness benefits.
  • Equal opportunity workplace with application accommodations available.

Interested in this position?

Apply directly on the company website

Apply Now

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