Salesforce Agentforce Architect
NTT Data
Key Responsibilities
· Own end-to-end solution architecture across Agentforce, Salesforce CPQ and Revenue Cloud Advanced.
· Architect agent-assisted and agentic workflows across opportunity, configuration, pricing, quoting, contracting, ordering and revenue lifecycle processes.
· Design agent orchestration patterns, including tool/function calling, workflow delegation, multi-agent patterns, state management and memory.
· Architect integration of Agentforce with Salesforce automation, Apex, Flow, APIs, MuleSoft and external enterprise services.
· Define appropriate use of LLMs, deterministic logic, workflow engines and traditional automation, rather than defaulting all use cases to generative AI.
· Design context engineering and retrieval strategies, including structured/unstructured grounding, retrieval depth, metadata filtering and relevance optimization.
· Establish secure agent action patterns using least-privilege access, guardrails, validation, approval checkpoints and human-in-the-loop mechanisms.
· Define AI evaluation frameworks covering answer quality, grounding, hallucination, task completion, tool selection, latency and business outcomes.
· Establish observability across agent reasoning paths, actions, integration failures, token/credit consumption and operational performance.
· Assess model and platform trade-offs across quality, latency, context window, cost, privacy and enterprise constraints.
· Architect resilient action layers and transactional integration patterns for revenue processes where consistency and recoverability are critical.
· Advise programs on consumption-based economics, AI credit/token optimization and architectural approaches to control run-time cost.
· Lead architecture reviews, design authorities and technical governance across global delivery teams.
· Mentor technical architects, developers and Agentforce specialists.
Required Technical Expertise
· Salesforce Agentforce and associated agentic architecture concepts.
· Salesforce CPQ and Revenue Cloud Advanced / Revenue Lifecycle Management.
· Salesforce Sales Cloud and core platform architecture.
· Agent orchestration and tool/function calling.
· Multi-agent architectures, delegation and coordination patterns.
· Agent state, short/long-term memory and session/context management.
· MCP and agent-to-agent interoperability concepts/patterns.
· RAG, semantic/vector search, embeddings, chunking and retrieval optimization.
· Context engineering beyond basic prompt engineering.
· Evaluation frameworks and AI observability.
· AI safety, grounding, guardrails and least-privilege action design.
· LLM model selection and architectural trade-offs.
· Classic NLP concepts including intent classification, entity extraction, semantic similarity and ranking.
· Apex, Lightning Platform, Flow, APIs and enterprise integration patterns.
· Strong understanding of asynchronous processing, transaction boundaries, resiliency, retries and idempotency.
· Security architecture including sharing, CRUD/FLS, permission models and data protection.
Preferred Qualifications
· 15+ years overall technology experience; 10+ years in Salesforce CPQ / Revenue Cloud architecture.
· Proven experience architecting enterprise CPQ / Quote-to-Cash implementations.
· Salesforce Application/System/Technical Architect credentials strongly preferred.
· Agentforce and Revenue Cloud-related certifications or demonstrable implementation experience.
· Experience with MuleSoft and large enterprise integration landscapes preferred.
· Ability to communicate architectural decisions to both engineering teams and senior business stakeholders.
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