IndoCareer introduces a novel dataset of 8,834 multiple-choice questions from actual professional certification exams across diverse fields in Indonesia.

• Shifts LLM evaluation from academic to real-world professional knowledge
• Covers six key sectors including healthcare and law
• Provides culturally-specific contexts often missing in global evaluations
• Reveals performance gaps in specialized professional domains

For healthcare professionals, this research highlights how LLMs perform when handling medical certification questions with local context—an essential insight for developing AI assistants for medical education and practice in diverse healthcare systems.

Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia