Technical practice
Autonomous Networks (AN) Maturity Models
What to coverExplain how you would apply TM Forum AN maturity models (L3/L4) to assess a current network environment. Discuss the architectural requirements for transitioning from manual or semi-automated operations to L4 closed-loop, intent-based systems.
Closed-Loop Automation and Telemetry
What to coverDescribe the architectural components required for a robust closed-loop automation system in a telco environment. Focus on the integration of real-time telemetry ingestion, AI/ML inferencing engines, and the orchestration layer needed to execute network changes.
Agentic AI in OSS Transformation
What to coverDiscuss the trade-offs between integrating agentic AI into legacy OSS platforms versus implementing a full platform replacement. How would you evaluate the scalability and long-term sustainability of these approaches?
Network AI and Intent-Based Operations
What to coverHow do you design an architecture that supports intent-based operations? Explain how high-level business or operational intent is translated into technical configurations across RAN, Core, and Transport domains.
CPaaS and Network Integration
What to coverWhat are the key architectural considerations when integrating CPaaS platforms with core network infrastructure? Address API exposure models, security, and ensuring that digital service exposure remains scalable across multiple OpCos.
Architectural Governance in Multi-Vendor Environments
What to coverDescribe your approach to defining architectural guardrails that ensure consistency across diverse, multi-vendor OpCo environments. How do you balance the need for standardization with the flexibility required by individual operating companies?
OSS Platform Strategy
What to coverWhen evaluating OSS solutions for AI-driven service assurance, what technical criteria do you prioritize? Explain how you ensure these solutions align with Open Digital Architecture (ODA) principles.
AI/ML Inferencing at the Network Edge
What to coverWhat are the challenges of deploying AI/ML inferencing models within a distributed telecommunications network? Discuss latency, data synchronization, and the architectural patterns used to manage model lifecycles.
Behavioural practice
Driving Cross-Functional Alignment
What to coverDescribe a situation where you had to align multiple stakeholders or OpCos on a complex architectural roadmap. How did you manage competing priorities and technical disagreements to reach a consensus?
Influencing Vendor Product Direction
What to coverProvide an example of how you successfully influenced a major vendor's product roadmap or solution architecture. What evidence or technical arguments did you use to ensure the solution met your strategic needs?
Managing Large-Scale Transformation
What to coverTell us about a time you led a significant architectural transformation in a complex telco environment. What were the primary technical hurdles, and how did you ensure the transition remained sustainable and scalable?
Translating Strategy into Execution
What to coverGive an example of a high-level strategic goal you were tasked with implementing. How did you break this down into actionable technical designs and reference architectures for your teams?