DescriptionWe are looking for a highly skilled AI Engineer with strong expertise in Generative AI, Prompt Engineering, Retrieval-Augmented Generation (RAG), LangGraph, Elastic Knowledge, and Python. The ideal candidate should have experience designing, developing, and deploying enterprise-grade AI applications powered by Large Language Models (LLMs) and modern AI frameworks.The candidate should be capable of building intelligent AI agents, orchestrating complex workflows using LangGraph, integrating enterprise knowledge bases, and developing scalable GenAI solutions for business use cases.Key ResponsibilitiesDesign and develop enterprise Generative AI applications using Python.Build and optimize Retrieval-Augmented Generation (RAG) pipelines for knowledge retrieval.Develop AI workflows and multi-agent systems using LangGraph.Create effective prompts and prompt templates for various LLM use cases.Integrate enterprise knowledge repositories using Elastic Knowledge or Elasticsearch-based knowledge systems.Develop intelligent AI assistants, chatbots, and agentic AI solutions.Connect LLMs with enterprise APIs, databases, and document repositories.Optimize retrieval quality, context management, and response accuracy.Implement vector search and semantic search capabilities.Evaluate, fine-tune, and monitor LLM performance.Collaborate with business stakeholders to understand AI use cases and translate them into technical solutions.Follow AI governance, security, and responsible AI best practices.Required SkillsStrong Python programming experience.Hands-on experience with LangGraph.Strong knowledge of Retrieval-Augmented Generation (RAG).Experience with Prompt Engineering and prompt optimization.Experience developing applications using Generative AI technologies.Knowledge of Elastic Knowledge / Elasticsearch for enterprise search and knowledge retrieval.Experience with LangChain ecosystem.Experience integrating OpenAI, Azure OpenAI, Anthropic Claude, Gemini, or similar LLMs.Knowledge of vector databases such as Pinecone, Chroma, FAISS, Weaviate, or Milvus.Experience building AI agents and multi-step workflows.Strong understanding of REST APIs and microservices.Familiarity with Git, Docker, and CI/CD pipelines.
Description
We are looking for a highly skilled AI Engineer with strong expertise in Generative AI, Prompt Engineering, Retrieval-Augmented Generation (RAG), LangGraph, Elastic Knowledge, and Python. The ideal candidate should have experience designing, developing, and deploying enterprise-grade AI applications powered by Large Language Models (LLMs) and modern AI frameworks.
The candidate should be capable of building intelligent AI agents, orchestrating complex workflows using LangGraph, integrating enterprise knowledge bases, and developing scalable GenAI solutions for business use cases.
Key Responsibilities
- Design and develop enterprise Generative AI applications using Python.
- Build and optimize Retrieval-Augmented Generation (RAG) pipelines for knowledge retrieval.
- Develop AI workflows and multi-agent systems using LangGraph.
- Create effective prompts and prompt templates for various LLM use cases.
- Integrate enterprise knowledge repositories using Elastic Knowledge or Elasticsearch-based knowledge systems.
- Develop intelligent AI assistants, chatbots, and agentic AI solutions.
- Connect LLMs with enterprise APIs, databases, and document repositories.
- Optimize retrieval quality, context management, and response accuracy.
- Implement vector search and semantic search capabilities.
- Evaluate, fine-tune, and monitor LLM performance.
- Collaborate with business stakeholders to understand AI use cases and translate them into technical solutions.
- Follow AI governance, security, and responsible AI best practices.
Required Skills
- Strong Python programming experience.
- Hands-on experience with LangGraph.
- Strong knowledge of Retrieval-Augmented Generation (RAG).
- Experience with Prompt Engineering and prompt optimization.
- Experience developing applications using Generative AI technologies.
- Knowledge of Elastic Knowledge / Elasticsearch for enterprise search and knowledge retrieval.
- Experience with LangChain ecosystem.
- Experience integrating OpenAI, Azure OpenAI, Anthropic Claude, Gemini, or similar LLMs.
- Knowledge of vector databases such as Pinecone, Chroma, FAISS, Weaviate, or Milvus.
- Experience building AI agents and multi-step workflows.
- Strong understanding of REST APIs and microservices.
- Familiarity with Git, Docker, and CI/CD pipelines.
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.
