Mathematical Graph Theory Specialist
Overview for Job Profile
As a Mathematical Graph Theory Specialist, you will apply advanced mathematical and graph-theoretical reasoning to interpret and improve the complex graph-based knowledge representations used within the Knowledge Plane. Your role focuses on analysing the structure and behaviour of large-scale knowledge graphs—including representations of telecom domain structures and other system contexts—to identify patterns, dependencies, motifs, and emergent properties. You will determine how these knowledge representations should evolve or be refined for more effective reasoning and decision support. Working with TRAM Entities, you will apply deep mathematical reasoning to structured graph knowledge and contribute graph-theoretical insights into autonomous decision-making and support the evolution of autonomous network.

Responsibilities
Interpret and analyse large-scale graph-based knowledge representations, including models of telecom domain structures and other system contexts,



using advanced mathematical and graph-theoretical methods to identify patterns, dependencies, motifs, anomalies, and emergent behaviours.
Apply deep mathematical graph theory to deliver structural reasoning that goes beyond metric-level graph analysis, using those metrics as complementary inputs while explaining why behaviours arise and determining how knowledge representations should evolve or be refined for more effective reasoning and decision support.
Represent information as structured graph knowledge through appropriate abstractions, ontologies, and semantic modelling techniques.
Reason about state, constraints, and relationships across telecom and system domains using structural, spectral, probabilistic, and combinatorial graph concepts.
Drive the development and evolution of the Knowledge Plane essential for achieving Autonomous Network capabilities.
Work with TRAM Entities to embed graph-theoretical reasoning into analys

📌 S&c Global Network Bengaluru
🏢 Accenture
📍 Bengaluru