AI Engineer (FDE - Full Development Engineer)

Back to Jobs
Unison Group logo

AI Engineer (FDE - Full Development Engineer)

Unison Group

Location

Singapore, Singapore, Singapore

Experience

Mid

Posted

Jul 18, 2026

Apply by

August 17, 2026

Applicants

0

Early applicantEasy applyFull-timeWork from Office

Job Description

### About the Role We are looking for an experienced AI Engineer (FDE) who can design, architect, and develop AI-powered solutions for diverse business use cases. The ideal candidate should possess strong GenAI and AI/ML expertise, be capable of solutioning across multiple AI technology stacks, and have excellent business communication skills to engage with stakeholders and translate business requirements into scalable AI solutions. ### Key Responsibilities - Design, architect, and implement AI/GenAI solutions for enterprise business use cases. - Engage with business stakeholders to understand challenges and recommend AI-driven solutions. - Build end-to-end AI applications using modern AI frameworks and cloud platforms. - Evaluate and adapt to different AI technologies, models, and platforms based on business needs. - Develop scalable RAG (Retrieval-Augmented Generation), AI Agents, and LLM-based applications. - Integrate AI solutions with enterprise systems and APIs. - Optimize AI model performance, cost, scalability, and security. - Collaborate with cross-functional teams including Product, Engineering, Data Science, and Business teams. - Stay updated with the latest advancements in AI, GenAI, LLMs, AI Agents, and cloud AI services. - Prepare solution architecture documents, technical proposals, and client presentations. ### Required Skills - 4+ years of experience in AI/ML or Generative AI solution development. - Strong experience with LLMs (OpenAI, Claude, Gemini, Llama, Mistral, etc.). - Hands-on experience building RAG pipelines, AI Agents, Agentic AI, and prompt engineering. - Experience with AI frameworks such as: - LangChain - LangGraph - LlamaIndex - Semantic Kernel - CrewAI / AutoGen (preferred) - - Strong programming skills in Python. - Experience with vector databases such as Pinecone, ChromaDB, Milvus, Weaviate, or FAISS. - Experience with cloud AI platforms (Azure AI Foundry, Azure OpenAI, AWS Bedrock, Google Vertex AI, etc.). - Good understanding of MLOps, model deployment, monitoring, and AI governance. - Experience integrating AI solutions using REST APIs and microservices. - Familiarity with containerization (Docker, Kubernetes) is an advantage.

Key Responsibilities

  • Design, architect, and implement AI/GenAI solutions for enterprise business use cases.
  • Engage with business stakeholders to understand challenges and recommend AI-driven solutions.
  • Build end-to-end AI applications using modern AI frameworks and cloud platforms.
  • Evaluate and adapt to different AI technologies, models, and platforms based on business needs.
  • Develop scalable RAG, AI Agents, and LLM-based applications.
  • Integrate AI solutions with enterprise systems and APIs.
  • Optimize AI model performance, cost, scalability, and security.
  • Collaborate with cross-functional teams including Product, Engineering, Data Science, and Business teams.
  • Stay updated with the latest advancements in AI, GenAI, LLMs, AI Agents, and cloud AI services.
  • Prepare solution architecture documents, technical proposals, and client presentations.

Skills Required

PythonLLMsRAG pipelinesAI AgentsPrompt engineeringLangChainLangGraphLlamaIndexSemantic KernelPineconeChromaDBMilvusWeaviateFAISSAzure AI FoundryAzure OpenAIAWS BedrockGoogle Vertex AIMLOpsREST APIsMicroservicesBusiness communicationStakeholder engagementCollaborationCrewAIAutoGenDockerKubernetes

App exclusive · Free

Smart Job AI Coach

Your personal interview coach on every job — readiness tips, profile improvements, and role-specific prep. Available only in the Pulse Job app.

Interview readiness

See how prepared you are and what to improve for each role.

Personalized tips

Actionable suggestions based on your profile and the job.

After you apply

Keep coaching momentum from job detail through application success.

Get Smart Job AI Coach in the appFree on iOS and Android