Understanding of token economics: cost per call, context management, model selection tradeoffs across feature types
Experience building quality evaluation and output validation frameworks around AI features
Awareness of AI-specific risks: hallucination, prompt injection, data leakage, output inconsistency
Experience designing or contributing to metered usage systems — API rate limiting, consumption tracking, billing integration
Familiarity with designing MCP (Model Context Protocol) — understanding of how LLM-native integrations differ from traditional REST
Ability to reason about multi-tenant access controls: how AI features should behave differently across customer tiers
Understanding of agent architecture patterns: tool registries, memory types, token pool management, task delegation
React and Node: able to build frontend components that surface AI features, including data visualizations
Solid PHP development experience — comfortable extending a production codebase, not just greenfield
MySQL: schema design, query optimization, and data modeling for AI feature state and usage tracking
TypeScript: used on the backend of the MCP layer
Bachelor’s degree in computer science, Information Systems, Engineering or a related field
3+ years of experience in consulting, digital transformation, enterprise software implementation, or AI-related projects
Strong understanding of Artificial Intelligence, Machine Learning, Generative AI, and automation concepts
Strong presentation, communication, and stakeholder management skills
Experience working directly with customers and senior business stakeholders
Excellent problem-solving and analytical skills
Skills
PHP
MySQL
React
Node
OpenAI API
TypeScript
MCP (Model Context Protocol)
LLM APIs (OpenAI, Anthropic or similar)
AI/ML concepts
Generative AI
Automation
About the role
Aspire Software is looking for a AI Developer to join our team in Lebanon.
About the company
Here is a little window into our company: Aspire Software operates and manages wholly owned software companies, providing mission-critical solutions across multiple verticals. By implementing industry best practices, Aspire delivers a time sensitive integration process, and the operation of a decentralized model has allowed it to become a hub for creating rapid growth by reinvesting in its portfolio.
About the job:
This role sits at the center of that buildout. You’ll ship near-term product features while helping us make the right architectural decisions for what’s coming. We need someone who can execute and see around corners someone who understands both the product experience and the platform mechanics underneath it.
Responsibilities
Key Responsibilities
•
Build and ship AI features using our PHP/MySQL/React/Node stack with OpenAI API integration.