Demonstrated knowledge of discipline including current developments and technologies in related field of specialization. Exposure to emerging concepts such as AI agents, workflow automation tools, or low-code/no-code AI platform. Knowledge of Python, machine learning frameworks, and/or AI productivity tools (e.g., ChatGPT, GitHub Copilot)Industry certifications or advanced degree in a related field