OpenAI Architect

5 hours ago

Singapore HCL SINGAPORE PTE. LTD. Full time

Responsibilities Plan workspace architectures; implement SSO/SCIM integration, role-based access controls (RBAC), and policy guardrails. Establish usage analytics, define custom GPT governance (actions, connectors, approval workflows), and create runbooks and SOPs. Design scalable patterns for Assistants with multi-tool orchestration, structured JSON outputs, function/tool calling, Files/Batch for bulk operations, and Moderations and Embeddings for retrieval workflows. Implement OpenAI-centric RAG pipelines (chunking, embeddings, indexing) with groundedness checks, prompt test suites, red-teaming, and defined cost/performance SLOs. Own end-to-end fine-tuning processes - dataset curation, training and evaluation, bias and quality checks, rollback/versioning, and telemetry for tuned models. Implement OpenAI Observability and OpenTelemetry for performance monitoring; add token/cost telemetry, retries/backoff, idempotency, and feature flags/canary deployments. Document runbooks, troubleshooting guides, and SOPs for production support. Design across Azure, AWS, or GCP, applying Managed Identities, Secret Management, and Private Link/private endpoints to meet enterprise controls. Utilize OpenAI Agent SDK, LangChain / LangGraph, or Semantic Kernel pragmatically; integrate Azure Cognitive Search, Redis/pgvector, or managed vector services. Integrate with Copilot Studio and Microsoft Graph; embed assistants into Teams, SharePoint, or line-of-business applications where appropriate. Enforce modern delivery practices with CI/CD pipelines (GitHub Actions, Azure DevOps) and IaC (Terraform, Bicep). Support multi-region rollout strategies and environment automation. Requirements Graduate in Diploma and specialized in Information Technology/Computer Science/Engineering/Mathematics or relevant. Minimum 7 years in software or solution architecture, with strong programming skills in Python and at least one of Java or TypeScript. Proven track record delivering OpenAI / Azure OpenAI projects (Assistants, RAG, evaluation/safety, observability). Hands-on experience in enterprise solution deployment (authentication, policies, cost management). Proficiency in CI/CD and IaC practices. Strong customer-facing communication and stakeholder management skills. ChatGPT Enterprise administration (SSO, SCIM, RBAC), custom GPT governance, and usage analytics. Fine-tuning expertise, including dataset QA, training/evaluation pipelines, and regression testing. Experience with RAG stacks (Azure Cognitive Search, Redis, pgvector), OpenAI Agent SDK, LangChain, LangGraph, or Semantic Kernel. Familiarity with OpenAI Observability and OpenTelemetry. Professional-level cloud certifications (Azure, AWS, or GCP).

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