Creative agency scaling AI-driven workflows and data infrastructure
GAIN is a 650-person creative and strategy firm built on a modern web stack (React, Node.js, Python) with AWS, Snowflake, and Power BI underpinning its client work. The company is actively adopting TikTok Ads and building AI/LLM-driven workflows alongside a scalable data warehouse—indicating a pivot toward automation and data-driven creative optimization. Hiring velocity is accelerating across marketing (11 open roles) and engineering (7), with heavy mid-senior concentration, suggesting infrastructure and capability expansion rather than junior-heavy scaling.
Notable leadership hires: Account Director, Tech Lead
GAIN delivers strategy, creative, and data services to mid-market and enterprise brands from London, with a distributed workforce spanning India, Canada, the Philippines, Singapore, and the UK. The company operates across three dimensions: traditional creative and campaign execution (marketing campaigns, cross-specialism activations), client-facing analytics and optimization (improving paid media performance, increasing online conversion rates), and internal capability-building (scalable data warehouse, AI/LLM workflows, research and ideation systems). Current focus areas include digital product development, business unit expansion, and revenue growth acceleration.
Core: React, Node.js, Python, MySQL, Git. Data: Snowflake, Power BI, AWS (ElastiCache, CloudFront), OpenSearch. Frontend: HTML, CSS, JavaScript, Angular, Webpack, Vite. Deployment: WP Engine, Netlify, Cloudflare. Adopting: TikTok Ads.
AI/LLM-driven workflows, scalable data warehouse structures, research and hypothesis ideation, strategic account roadmaps, marketing campaigns and activations, and paid media creative performance optimization.
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