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AI Engineer Specialist at Raya Holding – Cairo | Jobyssey

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AI Engineer Specialist

AI Engineer Specialist

Raya Holding · Cairo, Egypt · 5 months ago

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Category: AI engineering
Experience: 2+ years

agentic-ai ai api cloud conversational-ai crewai crm embeddings generative-ai kubernetes langchain langgraph llm mistral

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Job description:

We are looking for a GenAI engineer / lead (4-5 years’ experience) to design and implement agentic AI pipelines for an AI-powered voice agent platform.

The role focuses on building LLM-based orchestration systems that combine:

conversational AI
RAG pipelines
API integrations
tool-based reasoning

Key responsibilities:

Design and implement agentic AI workflows using LLMs
Build orchestration pipelines for:
- multi-step conversations
- tool calling
- API execution
Develop and optimize RAG pipelines
Implement prompt engineering and response control
Integrate LLM pipelines with:
- backend APIs
- CRM systems
Handle conversation memory and context management
Improve AI response accuracy and reliability
Collaborate with development teams for end-to-end integration

Nice to have:

Basic knowledge of voice AI (STT/TTS)
Exposure to real-time systems
Experience with Kubernetes or cloud environments
Arabic language understanding

Experience requirements:

4-5 years total experience
2+ years in generative AI / LLMs
Experience in building production AI pipelines

Skills description:

Generative AI & LLMs

Strong experience with LLMs (LLaMA, Mistral, GPT-style models)
Experience with:
- prompt engineering
- tool/function calling
- multi-step reasoning

Agentic AI & orchestration (CORE)

Hands-on experience with:
- LangChain / LangGraph / CrewAI (or similar)
Designing:
- multi-agent workflows
- task orchestration pipelines

RAG & knowledge systems

Experience building RAG pipelines
Familiarity with:
- embeddings (BGE, Instructor or similar)
- vector databases (Qdrant or similar)

Integration & APIs

Experience integrating AI systems with backend APIs
Understanding of REST APIs and system workflows

Programming

Strong Python experience
Clean code and modular design