Principal Consultant – Semantic Data & AI Engineering
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Key skills for this role
Role Overview
Capco is seeking a hands-on Principal Consultant to design and build semantic data solutions for AI, machine learning, analytics, and business applications.
The role spans knowledge-graph engineering, AI solution development, data modeling, data engineering, technical leadership, and client advising.
The position requires direct contribution to architecture, coding, data pipelines, testing, and production delivery rather than research-only or ontology-only work.
Key Skills for This Role
Full Job Posting
About the Role
Capco is seeking a hands-on Principal Consultant to design and build semantic data solutions for AI, machine learning, analytics, and business applications.
The role spans knowledge-graph engineering, AI solution development, data modeling, data engineering, technical leadership, and client advising.
The position requires direct contribution to architecture, coding, data pipelines, testing, and production delivery rather than research-only or ontology-only work.
Core Responsibilities
- Design knowledge graphs, semantic layers, ontologies, taxonomies, graph products, and governed machine-readable knowledge models.
- Build pipelines that acquire, transform, map, validate, enrich, and load structured and unstructured data.
- Integrate graphs with generative AI, RAG, GraphRAG, semantic search, intelligent agents, NLP, and document intelligence.
- Develop Python- or Java-based services, APIs, transformations, validation routines, integrations, and automated tests.
- Define data quality, provenance, lineage, confidence, versioning, and governance processes.
- Lead workshops, architecture decisions, prototypes, production implementations, mentoring, proposals, estimates, and client presentations.
What You’ll Bring
- Eight or more years of experience in data engineering, software engineering, artificial intelligence, analytics, enterprise architecture, or a related field.
- At least four years of hands-on knowledge-graph, semantic-technology, graph-database, or semantic-data integration experience.
- Strong knowledge of semantic standards such as RDF, RDFS, OWL, SPARQL, SHACL, SKOS, JSON-LD, Turtle, or related standards.
- Experience with one or more graph platforms and strong programming skills in Python, Java, or a comparable enterprise language.
- Experience developing pipelines, APIs, transformations, automated tests, production integrations, and cloud or modern data-platform solutions.
- Working knowledge of NLP, machine learning, embeddings, vector search, semantic search, RAG, GraphRAG, or LLM applications.
- Ability to communicate with business stakeholders, architects, engineers, data scientists, and executives and take ownership through production delivery.
Preferred Experience
- Financial-services or other regulated-industry experience is strongly preferred.
- Data governance, metadata management, entity resolution, master data, responsible AI, model risk, or regulatory reporting experience is advantageous.
- Relevant cloud, data-engineering, AI/ML, Agile, or graph-technology certifications are a plus.
Technical Scope
- The role may involve relational, graph, document, vector, and lakehouse architectures; batch, streaming, and API-driven pipelines; and cloud platforms such as Azure, AWS, or Google Cloud.
- The role may use platforms including Microsoft Fabric, Databricks, Snowflake, BigQuery, Redshift, Stardog, Neo4j, GraphDB, Amazon Neptune, Anzo, MarkLogic, TigerGraph, Apache Jena, or TypeDB.
- The role includes Git, CI/CD, containers, automated testing, Agile delivery, and production-support practices.
Why Join Capco
- Capco offers work on technology solutions for major financial institutions in a collaborative consulting culture.
- Benefits include medical, dental, vision, 401(k) matching, parental leave, dependent care, tuition reimbursement, wellness reimbursement, HSA, FSA, and commuter benefits.
Recruitment Accessibility
- Capco states that recruitment-process adjustments are available upon request.
Pay Transparency
- The US salary range is $146,000–$183,000 annually.
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