The Role
The Forward Deployed AI Engineer will work directly with clients and senior engineers to build AI-powered systems inside real enterprise environments. This role is ideal for a strong junior engineer who wants to work on practical AI systems, enterprise data, agents, retrieval, workflow automation, and context graphs. You will help connect to client systems, process messy real-world data, build prototypes, and turn business problems into working software.
The work is hands-on and client-facing:
• Understand operational workflows and convert them into technical artifacts.
• Connect to real enterprise systems and data sources.
• Build context-aware AI agents, retrieval systems, and automation prototypes.
• Help move the best prototypes toward reliable production deployments.
📋 External Recruiting Agencies
Flatgigs is a recruitment and talent acquisition firm that operates as an agency for various startups in the MENA region, as evidenced by its service descriptions and job postings for diverse clients.
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F
RemoteFull Time
Responsibilities
- build graphs
- develop pipelines
- connect systems
Requirements
- Junior software engineer with interest in applied AI
- Strong Python, backend, APIs, databases, cloud
- Familiarity with LLMs, retrieval, and automation tools
- Experience with FastAPI
- LangChain
- LangGraph
- Vector databases, or knowledge graphs is a plus
Technical tools mentioned
PythonFastAPILangChainLangGraphvector databasesdocument processingknowledge graphsAPIscloud servicesAWS