> Markdown version of [/jobs/ext/1904650-senior-solutions-architect-ai-and-core-networks](https://www.wearedevelopers.com/jobs/ext/1904650-senior-solutions-architect-ai-and-core-networks). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Senior Solutions Architect - AI and Core Networks - **Company:** Capgemini - **Location:** Ewelme, UK - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Application Programming Interfaces (APIs), Artificial Intelligence, BigQuery, Databases, Distributed Systems, Entity Relationship Models, Network Topologies, Open Access, Cloud Services, Search Technologies, Large Language Models, Prompt Engineering, Generative AI, Kubernetes, Optimization Algorithms - **Published:** August 3, 2026 - **Apply:** https://www.apply4u.co.uk/jobs/x/42654884/ ## About the Role latency improvements)Preferred CertificationsTM Forum Certifications:TM Forum Open API Certification (at least one domain: RAN, Core, OSS, etc.)TM Forum Autonomous Network Practitioner certification (or equivalent)Or equivalent advanced TMForum training in DigitalOps and Autonomous NetworksNice-to-Have QualificationsExperience with Generative AI frameworks (LangChain, LangGraph, LlamaIndex, AutoGen)Exposure to Google Vertex AI or similar cloud solutions, Gemini APIs, BigQuery or similar platformsKnowledge of network telemetry optimization (gRPC telemetry, streaming telemetry)Knowledge of distributed systems and Kubernetes-based deploymentsIf you're excited about this role but don't meet every requirement, we stillencourage you to apply, your unique experience could be just what we need.Make it real - what does it mean for you? Exposure to top global companies working withCapgemini (145 of the Fortune 500 companies)Open access to digital learning platforms Active employee networks promoting ## Description implementationsPortfolio of successful autonomous network use casesAgentic AI & Data Optimization:Data correlation and entity relationship mappingData quality assessment and cleansing methodologiesToken optimization techniques for LLM-based agentsResource-constrained AI model deploymentVector databases and semantic search (e.g., Pinecone, Weaviate, Milvus, Qdrant, and ChromaDB)Prompt engineering for efficient agent reasoningLLM fine-tuning and instruction optimizationGraph databases for network topology and context managementFeature engineering for network telemetryETL pipeline design for real-time network dataCaching strategies (semantic, temporal, hierarchical)Context window optimization techniquesExperience implementing RAG systems or retrieval frameworksDemonstrated expertise in relevant use-case development:Experience reducing computational overhead while maintaining decision accuracy in AI systemsPortfolio demonstrating optimized agentic implementations (inference cost reduction ## Related Videos - [Understanding Kubernetes in a visual way](https://www.wearedevelopers.com/videos/100085-understanding-kubernetes-in-a-visual-way) - [Kubernetes and Microservices with Multi-Model Databases](https://www.wearedevelopers.com/videos/382-kubernetes-and-microservices-with-multi-model-databases) - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [Your Next AI Needs 10,000 GPUs. Now What?](https://www.wearedevelopers.com/videos/1590-your-next-ai-needs-10-000-gpus-now-what) - [Instant KAI Sandboxes with vCluster: Multi-Tenant, Multi-Scheduler GPU Sharing](https://www.wearedevelopers.com/videos/100333-instant-kai-sandboxes-with-vcluster-multi-tenant-multi-scheduler-gpu-sharing) - [Fault Tolerance and Consistency at Scale: Harnessing the Power of Distributed SQL Databases](https://www.wearedevelopers.com/videos/1146-fault-tolerance-and-consistency-at-scale-harnessing-the-power-of-distributed-sql-databases) ## Related Articles - [Got AI ideas but no money? Here are 10 free ways to level up your AI skills with Google Cloud](https://www.wearedevelopers.com/magazine/600-got-ai-ideas-but-no-money-here-are-10-free-ways-to-level-up-your-ai-skills-with-google-cloud) - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) - [7 Cloud Computing Trends Coming in 2025 for Developers](https://www.wearedevelopers.com/magazine/412-7-cloud-computing-trends-coming-in-2025-for-developers) - [Dev Digest 120 - Apple and peers](https://www.wearedevelopers.com/magazine/455-dev-digest-120-apple-and-peers) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [The Fastest-Growing Tech Sectors to Look Out for in 2025](https://www.wearedevelopers.com/magazine/373-the-fastest-growing-tech-sectors-to-look-out-for-in-2025)