Unison Group

Builds financial risk and compliance systems

AI Engineer - Forward Deployed Engineer

AI Application EngineeringConfirmed live in the last 24 hours

Full-timeSingaporeNo salary listedIn-person

About the Job

Requirements

At least 4 years of experience in AI/ML or Generative AI solution development.
Strong experience with large language models, including OpenAI, Claude, Gemini, Llama, and Mistral.
Hands-on experience building retrieval-augmented generation pipelines, AI agents, agentic AI, and prompt engineering.
Experience with LangChain, LangGraph, LlamaIndex, and Semantic Kernel.
Strong programming skills in Python.
Experience with vector databases such as Pinecone, ChromaDB, Milvus, Weaviate, or FAISS.
Experience with cloud AI platforms such as Azure AI Foundry, Azure OpenAI, AWS Bedrock, and Google Vertex AI.
Good understanding of MLOps, model deployment, monitoring, and AI governance.
Experience integrating AI solutions using REST APIs and microservices.

Responsibilities

Design, architect, and implement AI and generative AI 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 retrieval-augmented generation solutions, AI agents, and large-language-model-based applications.
Integrate AI solutions with enterprise systems and APIs.
Optimize AI model performance, cost, scalability, and security.
Collaborate with Product, Engineering, Data Science, and Business teams.
Stay updated with advancements in AI, generative AI, large language models, AI agents, and cloud AI services.
Prepare solution architecture documents, technical proposals, and client presentations.

Desired Qualifications

Experience with CrewAI or AutoGen.
Familiarity with containerization using Docker and Kubernetes.

AI Engineer - Forward Deployed Engineer

Unison Group · Singapore, Singapore · Full-time · Posted 2026-07-16

Workplace: on_site

Department: Manish

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.

Apply

Apply at Unison Group

About the Company

Unison Group

Builds financial risk and compliance systems

Unison Group builds technology systems for financial institutions that need to manage risk, meet reporting rules and modernize their operations. Its consultants work across liquidity, market and credit risk, combining financial knowledge with software implementation and data analysis. The business also designs cloud infrastructure and develops custom applications, connecting these systems with the information and processes clients already use. It earns money through consulting, technology implementation and engineering services for enterprises, with work ranging from system design to deployment. Founded as Unison Consulting in 2012, the group is headquartered in Singapore.

Company size: 201-500
Company stage: Not listed
Total funding: Not listed
Headquarters: Not listed
Founded: 2012

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