AI Application Engineer
# AI Application Engineer **K2 Partnering Solutions Pte Ltd** · Outram · `On-site` 🕒 **Статус:** *Опубликовано: вчера* · *Источник: Indeed* --- ### About the Role We are seeking a hands-on AI Application Engineer to help bridge the gap between rapid AI prototyping and production-grade software delivery. In this role, you will help establish a structured path to production for high-potential AI use cases—transforming initial prototypes into secure, scalable, and fully governed applications. Sitting within our core engineering division, you will collaborate with product owners, data engineers, security specialists, and business stakeholders to refactor, harden, and scale AI-driven solutions across the organization. Key Responsibilities Re-architect early-stage AI prototypes and experimental code into maintainable, production-ready software using clean architecture, secure authentication, and robust APIs. Design and build end-to-end AI capabilities, including conversational interfaces, Retrieval-Augmented Generation (RAG) architectures, workflow agents, and enterprise automation tools. Build and maintain scalable applications across front-end UI, back-end APIs, database integrations, authentication, logging, and monitoring systems. Implement AI safety patterns, including retrieval grounding, prompt management, input/output filtering, audit logging, and human-in-the-loop workflows. Develop standardized starter templates, reusable patterns, and engineering playbooks to accelerate AI delivery across multiple teams. Build automated testing suites (functional, regression, prompt quality, and guardrail validation) and implement system monitoring for latency, token usage, cost, and error tracking. Partner with platform engineers to deploy applications via modern CI/CD pipelines, containerization standards, and enterprise cloud infrastructure. Maintain solution designs, standard operating procedures, and support guides to ensure long-term maintainability. Required Qualifications 7+ years of hands-on software development experience building and supporting enterprise-grade or cloud-native applications. Strong expertise in modern languages and frameworks such as React, TypeScript, Node.js, Python, .NET, or Java. Hands-on experience integrating applications with major cloud AI services (e.g., Azure OpenAI, Azure AI Search, Azure ML, or equivalent public cloud environments) and RESTful services. Practical experience implementing LLMs, RAG patterns, prompt engineering, vector search, embeddings, and workflow orchestration. Solid understanding of secure coding practices (secrets management, least-privilege access) and identity frameworks (OAuth 2.0, OpenID Connect, SAML, JWT, RBAC). Experience using CI/CD platforms (e.g., GitHub Actions, Azure DevOps), containerization, deployment rollbacks, and environment management. Firm grasp of AI-specific risks, including hallucinations, prompt injection, data leakage, and explainability limitations. Preferred Experience Experience with AI orchestration frameworks (e.g., LangChain, LlamaIndex, Semantic Kernel, AutoGen) and vector databases (e.g., pgvector, Pinecone). Exposure to AI evaluation, red teaming, and safety benchmarking. Experience integrating with enterprise collaboration platforms and workflow systems. Familiarity with public sector compliance, data classification, and regulatory frameworks. Practical use of AI-assisted development tools (e.g., GitHub Copilot) to improve engineering velocity. K2 PARTNERING SOLUTIONS PTE. LTD K2 Partnering Solutions is a professional global recruitment and staffing company which delivers top-tier IT professionals within the niche markets of ERP/CRM/SOA/BI. In South-East Asia, we are the only foreign based staffing firm that focuses exclusively on the Enterprise Application market. With a focus on both permanent and contract (freelancing) recruitment in Singapore and regionally, our clients include many prestigious international companies as well as several large domestic firms. Being one of most well known technology recruiting firms globally, our main technological verticals include SAP and Cloud Technologies with an unparalleled attention to candidate service and client satisfaction. We are confident to expand our services in Asia with our trade mark quality control system REQ® (Relationship-Expertise-Quality). Being the Best by working with the Best K2 has a huge interest in establishing good relationships with IT and Business consultants who are specialized in the SAP/Cloud areas for both permanent and contract (freelancing) opportunities. We deliver on our promises and are able to provide opportunities here in Japan as well as within our global network. K2 Partnering Solutions was established in London at 1997, we have successfully grown to a 250 million USD turnover company, and expanded our organizations to Europe, USA, South America and Asia with 21 offices operating at the moment. K2 is currently expanding rapidly in Asia Pacific region. We aim to provide the very best in service to our consultants as well as IT talent to our clients across the region.
Наблюдалась 2026-09-15, впервые 2026-09-14, источник — Indeed.