Senior Gen AI Engineer
Core
Build agentic workflows for diagnostics and root cause analysis, lead engineering initiatives for scalable distributed infrastructure, and own the asset knowledge graph for an AI platform predicting equipment failure in industrial settings.
Role type
Senior hands-on IC Gen AI Engineer (Agent Systems & Knowledge Graphs)
Builds
Agentic workflows, scalable distributed ML infrastructure, and asset knowledge graphs for industrial reliability.
Domain
Industrial reliability, Oil & Gas, Chemicals, Manufacturing, Utilities, Automotive.
Deliverable
production ML models
Required skills
Agent systems, Knowledge graphs, Graph retrieval, Document and multimodal extraction, Distributed systems, LLM systems, Scalable infrastructure design, Edge/on-premise deployment, Strategic vision definition, Mentorship
Preferred skills
Classical machine learning, Statistical modelling, Industry exposure (plants, asset management, IIoT), Real-time systems
Technologies
LLMs, Numerical models, Plant historian, VPC, On-premise, Edge
Responsibilities
Build agentic workflows for diagnostics and root cause analysis; Lead engineering initiatives for scalable distributed infrastructure; Build and own the asset knowledge graph; Build multimodal extraction over P&IDs and plant imagery; Deploy systems to customer environments (VPC, on-premise, edge); Define long-term strategic vision and mentor engineers.
Seniority
Senior, hands-on IC
