Jr AI Engineer

Company: Quarks Technosoft

Location: Bengaluru

Type: Full-time

Posted: 2026-11-12

About this role

## Job highlights

  • 2-3 years of professional experience in AI / ML engineering,NLP or data engineering,with at least one production LLM or RAG system shipped. . Bachelors or Masters degree in Computer Science,AI,Data Science or a related field,or equivalent experience. . Hands-on ontology work: modeling with OWL,RDF / RDFS and SKOS,querying with SPARQL,and tools such as Prot g .
  • Required qualifications

">Jr AI Engineer

2-4 Years Bengaluru

  • AIML
  • RAG
  • GEN AI
  • LLM
  • NLP
  • CI CD
  • Cloud

Job Description - Jr AI Engineer

Role overview

We are hiring a Jr AI Engineer to design domain ontologies and knowledge graphs and connect them to production Retrieval-Augmented Generation (RAG) systems. You will turn messy business knowledge into structured, queryable models that make our LLM applications more accurate, explainable and grounded.

Key responsibilities

Ontology and knowledge modeling

  • Design, build and maintain domain ontologies and taxonomies (classes, properties, relationships, constraints) in OWL/RDF or property-graph models.
  • Work with business and domain experts to capture concepts, resolve ambiguity and keep a shared vocabulary.
  • Build and evolve knowledge graphs, including entity extraction, entity resolution and linking from structured and unstructured sources.
  • Define versioning, governance and validation rules (for example, SHACL) so the ontology stays consistent as it grows.

RAG and LLM systems

  • Design and ship end-to-end RAG pipelines: ingestion, chunking, embeddings, indexing, retrieval, re-ranking and generation.
  • Combine vector search with knowledge-graph retrieval (GraphRAG / hybrid retrieval) to improve answer accuracy and traceability.
  • Use the ontology to drive metadata enrichment, query expansion and filtering in retrieval.
  • Engineer prompts and context assembly, and add guardrails against hallucination and data leakage.

Evaluation, production and collaboration

  • Set up offline and online evaluat...

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