Data Architect / Engineer

Appnovation
San Jose, Medellín, Bogotá, Mexico City, Buenos Aires, São Paulo, Toronto
ContractFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Solution-focused mindset","Documentation","Cross-team communication","Analytical problem-solving","Continuous improvement"]

Own the data structures and ingestion pipelines behind a graph-RAG platform. Define schema, taxonomy, and graph modeling for knowledge domains, then build resilient ETL pipelines from enterprise sources like SharePoint and the Microsoft stack, supporting multimodal content. Keep the knowledge graph accurate as documents change, advise on long-term backend architecture (Supabase/Postgres), establish data quality/lineage/governance standards, and implement monitoring, alerting, and error handling.

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FursaFursa
Appnovation
Appnovation
1 day ago

Data Architect / Engineer

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Last checked: 13 hours agoStatus: Live

Job Summary

Own the data structures and ingestion pipelines behind a graph-RAG platform. Define schema, taxonomy, and graph modeling for knowledge domains, then build resilient ETL pipelines from enterprise sources like SharePoint and the Microsoft stack, supporting multimodal content. Keep the knowledge graph accurate as documents change, advise on long-term backend architecture (Supabase/Postgres), establish data quality/lineage/governance standards, and implement monitoring, alerting, and error handling.
Location: San Jose, Medellín, Bogotá, Mexico City, Buenos Aires, São Paulo, Toronto
Employment Type: Contract
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Define schema, taxonomy, and graph modeling for knowledge domains.
  • •Design document/version machine-readable representations and how facts evolve over time (including temporal replay).
  • •Build ingestion/ETL pipelines from enterprise content sources (e.g., SharePoint and Microsoft stack) for multimodal content.
  • •Keep the knowledge graph synchronized as source documents change frequently and validate ingested content quality with QA.
  • •Establish data quality, lineage, governance standards, and implement monitoring, alerting, and error handling for ingestion jobs.

Key Requirements

  • •Bachelor’s Degree in Computer Science or a related field.
  • •5+ years of experience in data engineering / architecture roles.
  • •Deep data modeling across relational and graph paradigms, including graph databases (Neo4j) and Postgres/Supabase at scale.
  • •Strong ETL/data pipeline engineering in Python, including large-scale, incremental, and change-data ingestion.
  • •Experience with enterprise content ecosystems such as SharePoint and ideally Power Platform / Power Automate.
Experience:5+ yearsConsultingLife Sciences
Education:Bachelor's in Computer Science
Skills:Solution-focused mindsetDocumentationCross-team communicationAnalytical problem-solvingContinuous improvement
Tech Stack:PythonNeo4jPostgresSupabaseSharePointMicrosoft stackPower PlatformPower AutomateSQLAirflowGraph-RAGRAGLLM

Company Brief

Appnovation
Provides digital transformation, design, and engineering services, helping enterprises build customer experiences, digital platforms, and integrations using open-source and cloud technologies across industries.
Industry: Consulting
Company Size: Enterprise (1,001+ employees)
Growth: Established Company
Funding: Bootstrapped
Headquarters: Vancouver, Canada
Founded: 2007
WebsiteLinkedIn