Scale AI The Director of Partner Marketing at Scale AI owns the partner-sourced pipeline and builds co-sell motions with hyperscalers like AWS, Google Cloud, and Microsoft. This role involves mapping accounts, building joint pursuits, and allocating partner marketing budgets to generate qualified opportunities.