✨ Generative AI Developer
Data, AI & Software career path
Build LLM, RAG and agentic applications, then prove professional depth and secure-AI awareness.
Typical roles
- GenAI Engineer
- AI Application Developer
- Agent Developer
Suggested certifications, by phase
Foundation
- AI-901 Microsoft Certified: Azure AI Fundamentals (AI-901)
- AWS AIF AWS Certified AI Practitioner (AIF-C01)
- Google GAIL Google Cloud Generative AI Leader
- NCA-GENL NVIDIA-Certified Associate: Generative AI LLMs
Core
- AI-103 Microsoft Certified: Azure AI Apps and Agents Developer Associate
- DBX GenAI Databricks Certified Generative AI Engineer Associate
- AB-620 Microsoft Certified: AI Agent Builder Associate
- OCI GenAI Pro Oracle Cloud Infrastructure Enterprise AI Professional (1Z0-1158-26)
Advanced
- AWS AIP AWS Certified Generative AI Developer – Professional (AIP-C01)
- NCP-GENL NVIDIA-Certified Professional: Generative AI LLMs
- NCP-AAI NVIDIA-Certified Professional: Agentic AI
- SecAI+ CompTIA SecAI+
Mastery
- AB-100 Microsoft Certified: Agentic AI Business Solutions Architect Expert
- OSAI OffSec AI Red Teamer
A suggestion, not a set of prerequisites — one or two certifications per phase is plenty.