Background in research, data science, engineering, or related fields (academic or industry)5+ years of experience in Python / Bash, including experience with notebooks and data wranglingExperience with OpenClaw or similar advanced environmentsExperience with web research, scraping tools, or data analysis workflowsAbility to articulate reasoning behind decisions and stepsExperience handling multi-step workflows across tools or platformsExposure to LLM-based tools, AI systems, or agentic workflows