Amass Technology's client is looking for a Graph Engineer/Data Ontology Specialist on a contract basis to start ASAP.
See details below:
All applicants must be UK based.
Key Responsibilities
- Design, optimise, and query graph databases (particularly Amazon Neptune).
- Develop and manage ontologies and robust knowledge representation frameworks.
- Integrate LLMs (Claude 3.7 or above, GPT, etc.) for content analysis, entity extraction, and semantic enrichment.
- Implement Retrieval Augmented Generation (RAG) and LLM-based fact extraction ([Subject, Verb, Object] triples).
- Build LLM-assisted QA pipelines for relationship validation and data consistency.
- Fine-tune and customise models for domain-specific applications.
- Apply graph algorithms, graph neural networks, and reasoning within Neptune and knowledge graph environments.
- Develop vector-based similarity search using embeddings and similarity algorithms.
- Apply traditional NLP methods (NER, POS tagging, syntactic parsing) alongside LLMs.
- Use clustering, classification, anomaly detection, and time-series analysis for content analysis and quality assurance.
- Deploy and scale ML models in production environments using AWS AI/ML services (eg, SageMaker).
- Build and optimise ETL pipelines and data workflows for large, complex datasets.
- Work with RDF, SPARQL, and semantic web technologies for structured data management.
Required Skills & Expertise
- Graph engineering with Amazon Neptune and knowledge graph frameworks.
- Ontology engineering and semantic data modelling.
- LLM integration, fine-tuning, and RAG pipeline implementation.
- Advanced NLP and information retrieval methods.
- Experience with graph-based AI techniques (algorithms, GNNs, reasoning).
- Strong MLOps skills in performance evaluation and pipeline automation.
- Proficiency in AWS ML ecosystem (SageMaker, AI/ML services).
- Experience in ETL/data pipelines, semantic web standards (RDF, SPARQL).
This is an excellent opportunity to work with some of the latest technologies on a really interesting project
If you have the right experience and are looking for a new role, please send in your CV.