Senior AI Data Engineer
Core
Build and enhance a core platform for entity management, governance, and search using AI, NLP, and graph databases.
Role type
Senior AI Data Engineer
Builds
Entity management platform, NER pipelines, search and discovery features, graph-based relationship models
Domain
AI/ML, Data Engineering, Knowledge Graphs, Search
Deliverable
production ML models
Required skills
Data Engineering, Elasticsearch, OpenSearch, Knowledge Graphs, Neo4j, NLP, Named Entity Recognition (NER), LLMs, PostgreSQL, Kubernetes, AI-Assisted Development, Data Ingestion, System Architecture
Preferred skills
Oil & Gas domain experience, Asset-heavy industry experience
Technologies
Elasticsearch, OpenSearch, Neo4j, PostgreSQL, Kubernetes, Datadog, GitHub Copilot, Cursor, Claude, ChatGPT, Gemma, Llama, GLiNER, spaCy
Responsibilities
Evolve entity management platform attributes and relationships; Build and improve NER pipelines combining LLMs and pattern matching; Extend NER to live-stream content; Improve search via entity resolution and relationship navigation; Design graph-based relationship models; Implement entity-level security controls; Onboard new data sources and support integrations; Translate business requirements into technical AI workflows; Collaborate with stakeholders on platform roadmap.
Seniority
Senior, hands-on IC
