Semantic AI Engineer - Remote Work

BairesDev

Rio de Janeiro

A distancia

BRL 642.000 - 963.000

Jornada completa

Hace 4 días
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Ventajas ofrecidas por este puesto de trabajo

Remote work everywhere
Competitive USD compensation
Hardware provided for home setup
Flexible hours
Paid parental leaves

Descripción de la vacante

BairesDev is seeking a Semantic AI Engineer to build the foundation of a neurosymbolic AI system, designing ontologies and data-to-graph pipelines. You will implement entity resolution and formal constraint reasoning to produce deterministic outputs, with production-grade Python and reproducible results.

You will work remotely on challenging projects with global partners. 8+ years in data science or semantic modeling, RDF/OWL/SHACL, SPARQL, and knowledge graph experience are required; NLP and

Formación

  • 8+ years in data science, ontology engineering, or semantic modeling.
  • Strong production-grade Python experience.
  • Proficiency with RDF 1.1, OWL 2, SHACL.
  • Experience with entity resolution and graph normalization.
  • SMT solving knowledge (e.g., Z3) is a plus.

Responsabilidades

  • Design a bounded domain ontology from a reference dataset.
  • Build entity resolution and semantic alignment pipelines.
  • Implement formal constraint reasoning for satisfiability and contradictions.
  • Develop SPARQL and RDF store operations behind a semantic API.
  • Plan evaluation and reproducibility engineering with metrics.

Conocimientos

Python proficiency
Semantic modeling
Ontology engineering
English fluency
Data science
Entity resolution

Herramientas

Oxigraph
Apache Jena/Fuseki
SPARQL
RDF/OWL/SHACL

Descripción del empleo

At BairesDev®, we've been leading the way in technology projects for over 15 years. We deliver cutting-edge solutions to giants like Google and the most innovative startups in Silicon Valley.

Our diverse 4,000+ team, composed of the world's Top 1% of tech talent, works remotely on roles that drive significant impact worldwide.

When you apply for this position, you're taking the first step in a process that goes beyond the ordinary. We aim to align your passions and skills with our vacancies, setting you on a path to exceptional career development and success.

Semantic AI Engineer at BairesDev

In this role, you'll build the foundation of a neurosymbolic AI system designed to produce deterministic, trustworthy outputs. You'll design a bounded domain ontology and build the pipeline that turns heterogeneous data into a structured, typed graph, applying pragmatic modeling judgment along the way. This is your opportunity to work at the frontier of neurosymbolic AI, where classical data science meets rigorous ontology design to build AI systems that reason with real formal guarantees.

What You'll Do:
  • Design a bounded domain ontology from a reference dataset, including entity types, typed relationships, cardinality, and shape rules.
  • Build entity resolution and semantic alignment pipelines, mapping model-generated concepts to canonical ontology entities.
  • Implement formal constraint reasoning for satisfiability, contradiction detection, and counterexample generation.
  • Build SPARQL and RDF store operations behind an encapsulated semantic API.
  • Design evaluation and reproducibility engineering, including accuracy metrics, ontology coverage, and reproducibility guarantees.
What we are looking for:
  • 8+ years of experience in data science, ontology engineering, or semantic modeling.
  • Strong, production-grade proficiency in Python for pipeline and engineering-grade code, not notebook analysis.
  • Proven experience with ontology and semantic data modeling using RDF 1.1, OWL 2, and SHACL.
  • Experience with entity resolution and semantic alignment, normalizing heterogeneous data into a typed symbolic graph.
  • Background in formal constraint reasoning, including SMT solving concepts such as Z3.
  • Experience with SPARQL and RDF store operations, such as Oxigraph or Apache Jena/Fuseki.
  • Experience with evaluation and reproducibility engineering, including deterministic, reproducible pipeline results.
  • Advanced proficiency in English.
Nice to have:
  • Experience with NLP and embeddings, including entity extraction and disambiguation.
  • Familiarity with LLM integration for hypothesis generation.
  • Background in knowledge graph engineering at production scale.
  • Formal methods, logic programming, or knowledge representation background, including Prolog, Datalog, ASP, or SMT solvers beyond Z3.
  • Experience with data pipeline engineering and deterministic preprocessing.
  • Experience with explainability and provenance system design.
  • Familiarity with Langfuse and OpenTelemetry.
How we do make your work (and your life) easier:
  • 100% remote work (from anywhere).
  • Excellent compensation in USD or your local currency if preferred
  • Hardware and software setup for you to work from home.
  • Flexible hours: create your own schedule.
  • Paid parental leaves, vacations, and holidays.
  • Innovative and multicultural work environment: collaborate and learn from the global Top 1% of talent.
  • Supportive environment with mentorship, promotions, skill development, and diverse growth opportunities.
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