Job postings for AI-focused FDE roles increased 800-1000% in 2025.

Why AI Needs FDEs

• Every customer data is different - Models need customization per environment
• Integration is complex - RAG pipelines, vector databases, fine-tuning
• Trust requires hand-holding - Enterprises need proof AI works with their data
• The last mile is hardest - Demo to production requires deep FDE work

Who Is Hiring AI FDEs?

• OpenAI - ChatGPT Enterprise and API integrations
• Anthropic - Claude enterprise deployments
• Cohere - Enterprise NLP solutions
• Databricks - ML platform deployments
• Scale AI - Data labeling and AI infrastructure
• ElevenLabs - Voice AI deployments
• Palantir AIP - AI Platform forward deployment

Skills You Need

• RAG architecture and vector databases
• Fine-tuning and prompt engineering
• Agentic workflows and evaluation
• Data pipelines for AI systems

Compensation

• Full-time: $180,000 - $450,000+ total comp
• Contract: $200 - $400+/hour for senior AI FDEs

Are you working as an AI FDE? Share below.