AI Developer at Soft source inc

Key Responsibilities Design implement and operate Retrieval-Augmented Generation (RAG) services using Azure AI/Search including chunking embeddings re-ranking evaluation and citation display. Design and deploy Model Context Protocol (MCP) tools/servers to integrate security scanners inventory systems approvals and Azure DevOps/GitHub services. Build agentic AI solutions using AutoGen CrewAI and/or Agno enabling secure tool-calling and multi-agent orchestration for troubleshooting and workflow automation. Develop production-grade chatbots (multi-turn retrieval-grounded) with prompt management guardrails audit logging and telemetry. Integrate Azure OpenAI securely behind API Management (APIM) manage secrets with Key Vault handle events via Event Hub and instrument with App Insights/Log Analytics. Evaluate and (where appropriate) fine-tune open-source models (e.g. PEFT/LoRA) balancing quality latency cost and safety. Ship with CI/CD on Azure DevOps implement unit/integration tests red-team for prompt-injection/jailbreaks and document runbooks. Minimum Qualifications 4-8 years total software development experience with 2 years in applied LLM/GenAI. Strong Python skills and hands-on experience with Azure OpenAI and Azure AI/Search (vector search hybrid search semantic ranking). Practical experience with agent frameworks (AutoGen CrewAI Agno) and MCP/tool-use patterns. Proven Azure PaaS experience: Azure Functions or Web Apps APIM Key Vault Event Hub; familiarity with Entra ID/RBAC and secure API design. Experience implementing observability (App Insights Log Analytics/KQL) and CI/CD with Azure DevOps. Nice to Have (including Certifications) RAG evaluation frameworks (e.g. Ragas) custom golden sets KQL proficiency Cosmos DB familiarity. Security-first mindset: content safety prompt-injection defenses data privacy controls and threat modeling for AI systems. Experience with cost monitoring/optimization of LLM workloads and latency tuning. Certifications (any of): Microsoft Certified: Azure AI Engineer Associate (AI-102) Microsoft Certified: Azure Developer Associate (AZ-204) Microsoft Certified: Azure Solutions Architect Expert (AZ-305) Microsoft Certified: Azure Data Scientist Associate (DP-100) Key Skills CCTV,Computer Science,Corporate Marketing,E Learning,Arabic English Translation Employment Type : Full Time Experience: years Vacancy: 1