5-7 years engineering experience. Proficiency in Python for production-quality code, APIs, and version control (Git). Experience with AI agents, LLM APIs (OpenAI, Anthropic), or frameworks (LangChain, MCP). Deep experience with SOAR platforms (e.g., Tines) or custom workflow automation. Platform engineering mindset with understanding of platform health, uptime, and performance monitoring. Broad security knowledge across IR, Cloud, GRC, and AppSec. Problem-solving for 100x scalability. Autonomous ownership and grit with proactive and resilient approach.