AI Orchestration Architect & Engineering at NICHE RECRUITMENT CONSULTANTS PTE. LTD.

Job Description:

Latest job information from NICHE RECRUITMENT CONSULTANTS PTE. LTD. for the position of AI Orchestration Architect & Engineering. If the AI Orchestration Architect & Engineering vacancy in Singapore matches your qualifications, please submit your latest application or CV directly through the updated Jobkos job portal.

Please note that applying for a job may not always be easy, as new candidates must meet certain qualifications and requirements set by the company. We hope the career opportunity at NICHE RECRUITMENT CONSULTANTS PTE. LTD. for the position of AI Orchestration Architect & Engineering below matches your qualifications.

1. Architecture & Platform (Frameworks)

• Design an orchestration platform enabling consistent use of LLMs (invocation, routing, retries, fallbacks, caching, batching, cost controls).
• Create reusable libraries/SDKs for prompts, tools (LangChain Tools / SK Functions), memory, evaluators, tracing, and policy enforcement.
• Establish standards for prompt management & versioning, evaluation harnesses, and model lifecycle governance (routing, rollback, deprecation).
• Define reference architectures for common patterns: chat + RAG, structured output, tool-enabled agents, doc intelligence, and workflow automation.

2. Agentic Patterns & Tooling

• Implement robust multi-agent patterns (planner/executor, supervisor/worker, critic/reviewer, self-reflective loops).
• Build tool-use integrations for APIs, databases, web search, code execution, internal services; ensure idempotent contracts and safe tool invocation.
• Design long-horizon planning with memory, state persistence, and interruption/resume semantics.

3. Retrieval-Augmented Generation (RAG)

• Architect RAG pipelines with hybrid search, chunking, metadata filtering, re-ranking, and retrieval routing.
• Integrate vector search (e.g., Azure AI Search, Pinecone, Weaviate, FAISS) and document preprocessing (parsing, dedup, PII scrubbing, quality gates).
• Measure and improve factual grounding (hallucination reduction, answerability, coverage

4. Security, Safety & Compliance

Implement guardrails (prompt injection defense, output filtering, jailbreak detection, PII redaction, policy checks).
Enforce RBAC, secrets management, audit logs, and data governance aligned with organizational policies (e.g., PDPA/MAS TRM/GDPR where applicable).
Build human-in-the-loop (HITL) mechanisms for review, escalation, and feedback capture.

5. Reliability, Observability & Cost

• Set SLOs/SLA for latency, reliability, and cost-per-task; design token accounting and budget caps.
• Implement tracing/telemetry (OpenTelemetry), structured logs, dashboards (Grafana), and A/B testing for prompts/models/routing.
• Optimize performance & cost (caching, prompt compression, response truncation, adaptive model selection).

6. Delivery & Collaboration

• Partner with product, security, and data teams to deliver production workflows end-to-end.
• Lead design reviews, technical docs, and internal enablement (playbooks, templates, starter kits).
• Mentor engineers; uplift engineering practices for LLM apps and orchestration.

Bachelor’s in Computer Science, Software/Computer Engineering, Data/AI, Information Systems, or equivalent.

6–10+ years in software or AI engineering; 2+ years with LLM apps/orchestration.

Hands-on with LangChain and/or Semantic Kernel building production-grade chains/agents/tools.

Strong Python engineering; CI/CD, testing, typed code, performance tuning.

Practical RAG experience and vector databases; prompt engineering & structured output (JSON schemas).

Cloud experience (Azure preferred), containerization (Docker/K8s), and secure service integration.

Proven track record shipping reliable, observable, and cost-aware LLM solutions.

Job Info:

• Company: NICHE RECRUITMENT CONSULTANTS PTE. LTD.
• Position: AI Orchestration Architect & Engineering
• Work Location: Singapore
• Country: SG

How to Submit an Application:

After reading and understanding the criteria and minimum qualification requirements explained in the job information AI Orchestration Architect & Engineering at the office Singapore above, immediately complete the job application files such as a job application letter, CV, photocopy of diploma, transcript, and other supplements as explained above. Submit via the Next Page link below.