AI Engineer - Forward Deployed Engineer

About the RoleWe 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.

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.

Unison Consulting was launched in Singapore on September 2012, the hub of the financial industry, with innovative visions in the technocratic arena. We are a boutique next-generation Technology Company with strong business-interests in Liquidity risk, Market Risk, Credit Risk and Regulatory Compliance. Unison provides technology consulting and services to implement Risk Management and Risk Analytics System for Financial Institutions. Our services suite comprises of Techno-Functional consulting, systems integration, Business Intelligence, information management, and custom development of IT solutions, plus project management expertise for financial institutions. We have expertise in latest cutting edge technology to achieve better total cost of ownership. Through our qualified professionals, we assist you drive your unique risk management strategies, whether that means efficient monitoring, improving risk appetite of the financial institutions, complying with regulations, or capturing growth opportunities through innovation, this is what maximizes your decision taking potential. At Unison Consulting, we view clients as partners, and our success is only measured by the success of our partners. So we put it all on the table in order to exceed expectations. Our staff consists of young, energetic and innovative consultants who are never afraid to challenge the conventions and push the boundaries in an effort to help our clients. For every project, no matter how large or how small, we strive to not only meet your needs, but deliver a showcase in your field.

Unison Consulting was launched in Singapore on September 2012, the hub of the financial industry, with innovative visions in the technocratic arena. We are a boutique next-generation Technology Company with strong business-interests in Liquidity risk, Market Risk, Credit Risk and Regulatory Compliance. Unison provides technology consulting and services to implement Risk Management and Risk Analytics System for Financial Institutions.

Our services suite comprises of Techno-Functional consulting, systems integration, Business Intelligence, information management, and custom development of IT solutions, plus project management expertise for financial institutions. We have expertise in latest cutting edge technology to achieve better total cost of ownership. Through our qualified professionals, we assist you drive your unique risk management strategies, whether that means efficient monitoring, improving risk appetite of the financial institutions, complying with regulations, or capturing growth opportunities through innovation, this is what maximizes your decision taking potential.

At Unison Consulting, we view clients as partners, and our success is only measured by the success of our partners. So we put it all on the table in order to exceed expectations. Our staff consists of young, energetic and innovative consultants who are never afraid to challenge the conventions and push the boundaries in an effort to help our clients. For every project, no matter how large or how small, we strive to not only meet your needs, but deliver a showcase in your field.