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Applicants need regular practical experience making images and video with generative AI, a background in professional brand, agency or production work, and a portfolio showing visual judgment. Comfort working with sales and client-facing creatives matters. Experience connecting AI tools or APIs to production workflows is helpful, but listed as an additional qualification.