GenAI Engineer - Banking (m/f/d)
Halian | Managed Services, Recruitment Agency & Contract Staffing
United Arab Emirates
Job Description
GenAI Engineer (Conversational AI, RAG \& Agentic AI)
Role Overview We are seeking a highly skilled GenAI Engineer to design, develop, and deploy enterprise-grade Generative AI solutions, with a strong focus on Conversational AI, Retrieval-Augmented Generation (RAG), and Agentic AI architectures .
This role will be responsible for building intelligent AI-powered experiences that leverage large language models, knowledge retrieval systems, and multi-agent orchestration frameworks to solve complex business challenges. The successful candidate will work closely with business stakeholders, architects, data teams, and engineering teams to build scalable, secure, and production-ready AI solutions.
The ideal candidate will possess strong AI/ML fundamentals, hands-on experience with modern GenAI frameworks, and expertise in designing agent-based systems capable of reasoning, collaboration, and task execution.
Key Responsibilities
- Design, develop, and deploy enterprise-grade Generative AI and Conversational AI solutions
- Build and optimize RAG (Retrieval-Augmented Generation) architectures to enhance AI response accuracy and grounding
- Develop and manage document and data ingestion pipelines for knowledge retrieval systems
- Design and implement vector search solutions using embeddings and vector databases
- Develop intelligent conversational experiences, chatbots, copilots, and virtual assistants
- Design and implement Agentic AI architectures, including autonomous and collaborative agent workflows
- Build and manage orchestrator-based multi-agent systems for complex task execution and decision-making
- Implement agent governance mechanisms, including agent registries and agent lifecycle management
- Develop and support Agent-to-Agent (A2A) communication protocols and agent collaboration frameworks
- Define customer journeys, user goals, intent classification, and routing strategies for conversational systems
- Collaborate with product, business, and engineering teams to translate requirements into AI-driven solutions
- Ensure AI solutions meet enterprise standards for scalability, reliability, security, and governance
- Contribute to AI model evaluation, prompt engineering, testing, and continuous improvement initiatives
Required Skills \& Qualifications
- Strong understanding of AI/ML fundamentals and Generative AI concepts
- Hands-on experience designing and implementing RAG architectures
- Experience working with:
+ Embeddings + Vector Databases + Semantic Search + Hybrid Search Architectures
- Experience building and managing document and data ingestion pipelines
- Strong expertise in Conversational AI development
- Proven experience designing and implementing Agentic AI solutions
- Experience with:
+ Multi-Agent Systems + Agent Orchestration Frameworks + Agent Registries + A2A (Agent-to-Agent) Communication Protocols
- Strong understanding of user journey mapping, goal-oriented workflows, and intent routing strategies
- Experience with Python and GenAI frameworks such as LangChain, LangGraph, Semantic Kernel, CrewAI, or equivalent
- Knowledge of REST APIs, cloud-native architectures, and AI deployment best practices
- Strong analytical, problem-solving, and stakeholder management skills
Preferred Skills \& Experience
- Experience working with Azure OpenAI, AWS Bedrock, OpenAI, Anthropic Claude, or Google Gemini
- Knowledge of AI governance, guardrails, evaluation frameworks, and Human-in-the-Loop (HITL) patterns
- Experience with vector databases such as Pinecone, Weaviate, Qdrant, ChromaDB, or Azure AI Search
- Exposure to MCP (Model Context Protocol) and advanced agent tooling frameworks
- Experience deploying AI solutions within enterprise or regulated environments
- Understanding of MLOps, LLMOps, CI/CD, and observability frameworks
- Experience in banking, financial services, or large-scale digital transformation programmes is preferred
GenAI Engineer - Banking in Abu Dhabi, United Arab Emirates